R Observatory: Metrics for MGLM version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MGLM

0.2.1

Multivariate Response Generalized Linear Models

1packages depend

11.6Kdownloads / year

–test coverage

0/13checks pass

Overview

About

Maintained by Juhyun KimFirst published 2013-09-2514 releasesCRAN page ↗

Provides functions that (1) fit multivariate discrete distributions, (2) generate random numbers from multivariate discrete distributions, and (3) run regression and penalized regression on the multivariate categorical response data. Implemented models include: multinomial logit model, Dirichlet multinomial model, generalized Dirichlet multinomial model, and negative multinomial model. Making the best of the minorization-maximization (MM) algorithm and Newton-Raphson method, we derive and implement stable and efficient algorithms to find the maximum likelihood estimates. On a multi-core machine, multi-threading is supported.

Install

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

install.packages("MGLM", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-mglm

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-MGLM

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-MGLM

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

Health

CRAN checks

13NOTE

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
NOTE r-oldrel-macos-arm64
NOTE r-oldrel-macos-x86_64
NOTE r-oldrel-windows-x86_64
NOTE r-patched-linux-x86_64
NOTE r-release-linux-x86_64
NOTE r-release-macos-arm64
NOTE r-release-macos-x86_64
NOTE r-release-windows-x86_64

Slowest check: 2.7 min · r-release-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

4

Dependencies · direct

Check history

NOTE2026-03-10
0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 76%
Return-value docs: 82%
References docs: 0%

Downloads

11.6K

CRAN downloads in the past year

Rank #4,904 · ~32/day · ~966/mo

Releases R versions

Daily download trend is not available in this view yet.

40730 days

1.6K90 days

11.6K1 year

Compare downloads with other packages →

Also on105 r2u14 autocran1.5K conda_forge

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (4)

methodsstatsparallelstats4

LinkingTo (0)

none

Suggests (5)

ggplot2 plyr reshape2 knitr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

surveillance

Code & Tests

Datasets

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (2)

Yiwen Zhang

no longer listed · 3.0.2 to 0.2.1

Hua Zhou

no longer listed · 3.0.2 to 0.2.1

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.2.1Latest
2022-04-14 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.2.0
2018-10-19 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.1.0
2018-01-21 · diff ↗
0.0.9
2018-01-14 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.0.8
2017-03-27 · diff ↗
R
R 3.3.0 released · 2016-05-03

Show 13 earlier events

0.0.7
2016-02-17 · diff ↗
R
R 3.2.0 released · 2015-04-16
archivedRemoved from CRAN
2015-03-03
misuse of '\donttest' was not corrected
0.0.6
2014-04-27 · diff ↗
0.0.5
2014-04-25 · diff ↗
R
R 3.1.0 released · 2014-04-10
0.0.4
2014-02-23 · diff ↗
3.0.3
2014-02-03 · diff ↗
0.0.3
2014-01-05 · diff ↗
0.0.2
2013-11-07 · diff ↗
0.0.1
2013-09-25 · diff ↗
3.0.2
2013-07-06
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2013-09-25
Total releases: 14 / 13 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.0.0
Bundled data: 3.9 KB / 1 file
Download size: 76 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MGLM")

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 MGLM version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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