ordbetareg

0.8

Ordered Beta Regression Models with 'brms'

3packages depend

56.9Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Robert KubinecFirst published 2022-01-287 releasesCRAN page ↗GitHub ↗

Implements ordered beta regression models, which are for modeling continuous variables with upper and lower bounds, such as survey sliders, dose-response relationships and indexes. For more information, see Kubinec (2023) doi:10.31235/osf.io/2sx6y. The package is a front-end to the R package 'brms', which facilitates a range of regression specifications, including hierarchical, dynamic and multivariate modeling.

Install

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

install.packages("ordbetareg", 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("saudiwin/ordbetareg_pack")

Development version from saudiwin/ordbetareg_pack. 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-ordbetareg

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-ordbetareg

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-ordbetareg

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

Health

CRAN checks

13OK

Slowest check: 8.3 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-07-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-07-03
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 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

READMENoVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 98%
Return-value docs: 100%
References docs: 0%

Downloads

56.9K

CRAN downloads in the past year

Rank #1,987 · ~156/day · ~4.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.7K30 days

12.5K90 days

56.9K1 year

Compare downloads with other packages →

Also on3.8K r2u34 autocran

Repository

GitHub ↗ saudiwin/ordbetareg_pack

22Stars

2Forks

5Open issues

0Open PRs

3Releases

93Commits

5Contributors

93 commits · Last activity 2026-01-21 · +4.8% stars, 30d

Stars over time

2024-11-26 · 202026-07-08 · 22

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/saudiwin/ordbetareg_pack on 2026-07-19.

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.qmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

26 external dependencies (excludes base and recommended)

Depends (3)

R >= 3.5brmsstats

Imports (9)

dplyr ggplot2 tidyr scales stringr abind checkmate insight rstantools

LinkingTo (0)

none

Suggests (16)

rmarkdown quarto knitr gt modelsummary marginaleffects haven Hmisc collapse ggthemes glmmTMB mice bayestestR gganimate transformr DeclareDesign

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

idealstan bayestestR marginaleffects

Code & Tests

Code Composition

R 3,082 (66%)Rd 912 (19%)Vignettes 703 (15%)

Code characteristics

Object systems

S31

Cyclomatic complexity: 2.0 median / 32 max

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

48 8 exported

Complexity

5.1 avg / 32 max

Call network

48 nodes / 45 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

Datasets

Bundled datasets · 1

Name	Class	Rows × Cols	Also ships in
pew	tbl_df/tbl/data.frame	2,538 × 140	–

People & History

People (1)

Maintainer (1)

Robert Kubinec

Author, Maintainer

Authors (1)

Robert Kubinec

Author, Maintainer

Package Timeline

7 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
0.8Latest
2025-02-03 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.7.2
2023-08-10 · diff ↗
unarchivedReturned to CRAN
2023-08-10
archivedRemoved from CRAN
2023-07-03
issues were not corrected in time
R
R 4.3.0 released · 2023-04-21
0.7.1
2023-03-15 · diff ↗
unarchivedReturned to CRAN
2023-03-15
archivedRemoved from CRAN
2023-03-06
required archived package 'faux'
0.7.0
2023-02-12 · diff ↗
0.5.0
2022-10-25 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.2.1
2022-02-25 · diff ↗
0.2.0
2022-01-28

Show 1 earlier events

R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-01-28
Total releases: 7 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5
Bundled data: 4.3 MB / 5 files
Download size: 5.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Mixed, Multilevel, and Hierarchical Models in R

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