R Observatory: Metrics for clmstan version 0.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

clmstan

0.1.2

Cumulative Link Models with 'CmdStanR'

0packages depend

1.5Kdownloads / year

79.5%test coverage

13/13checks pass

Overview

About

Maintained by Tomotaka MomozakiFirst published 2026-02-103 releasesCRAN page ↗GitHub ↗

Fits cumulative link models (CLMs) for ordinal categorical data using 'CmdStanR'. Supports various link functions including logit, probit, cloglog, loglog, cauchit, and flexible parametric links such as Generalized Extreme Value (GEV), Asymmetric Exponential Power (AEP), and Symmetric Power. Models are pre-compiled using the 'instantiate' package for fast execution without runtime compilation. Methods are described in Agresti (2010, ISBN:978-0-470-08289-8), Wang and Dey (2011) doi:10.1007/s10651-010-0154-8, and Naranjo, Perez, and Martin (2015) doi:10.1007/s11222-014-9449-1.

Install

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

install.packages("clmstan", 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("t-momozaki/clmstan")

Development version from t-momozaki/clmstan. 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-clmstan

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-clmstan

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-clmstan

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

Health

CRAN checks

13OK

Slowest check: 2.2 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.95

79.5%

Coverage · measured lines

100%

Documentation · exports

5

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
OK2026-07-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-27
10 OK · 0 NOTE · 0 WARNING · 3 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 671 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 59%
Documented parameters: 100%
Return-value docs: 100%
References docs: 1%

Downloads

1.5K

CRAN downloads in the past year

Rank #14,425 · ~4/day · ~122/mo

Releases R versions

Daily download trend is not available in this view yet.

19730 days

71390 days

1.5K1 year

Compare downloads with other packages →

Also on227 r2u25 autocran

Repository

GitHub ↗ t-momozaki/clmstan

0Stars

1Forks

0Open issues

0Open PRs

1Releases

18Commits

2Contributors

18 commits · Last activity 2026-06-29

Forks over time

2026-04-20 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/t-momozaki/clmstan on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (5)

instantiate posterior bayesplot loostats

LinkingTo (0)

none

Suggests (5)

testthat knitr rmarkdown ordinal cmdstanr (>= 0.9.0)

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Tomotaka Momozaki

Author, Maintainer

Authors (1)

Tomotaka Momozaki

Author, Maintainer

Package Timeline

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

0.1.2Latest
2026-06-29 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.1.1
2026-02-12 · diff ↗
0.1.0
2026-02-10
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-02-10
Total releases: 3 / 1 yrs
License: MIT + file LICENSE OSI
Additional repositories: stan-dev.r-universe.dev
Minimum R: ≥ 4.0.0
Download size: 116 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("clmstan")

Format

Momozaki, T. (2026). clmstan: Cumulative Link Models with 'CmdStanR' (Version 0.1.2) [Computer software]. https://doi.org/10.32614/CRAN.package.clmstan

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 clmstan version 0.1.2 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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