R Observatory: Metrics for ChoiceModelR version 1.3.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ChoiceModelR

1.3.1

Choice Modeling in R

1packages depend

13.7Kdownloads / year

78.0%test coverage

13/13checks pass

Overview

About

Maintained by John V ColiasFirst published 2012-01-045 releasesCRAN page ↗

Implements an MCMC algorithm to estimate a hierarchical multinomial logit model with a normal heterogeneity distribution. The algorithm uses a hybrid Gibbs Sampler with a random walk metropolis step for the MNL coefficients for each unit. Dependent variable may be discrete or continuous. Independent variables may be discrete or continuous with optional order constraints. Means of the distribution of heterogeneity can optionally be modeled as a linear function of unit characteristics variables.

Install

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

install.packages("ChoiceModelR", 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-choicemodelr

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-ChoiceModelR

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-ChoiceModelR

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

Health

CRAN checks

13OK

Slowest check: 2.5 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.14

78.0%

Coverage · measured lines

100%

Documentation · exports

0

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 243 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 40%

Downloads

13.7K

CRAN downloads in the past year

Rank #3,441 · ~37/day · ~1.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

62030 days

3K90 days

13.7K1 year

Compare downloads with other packages →

Also on120 r2u16 autocran

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (0)

none

LinkingTo (0)

none

Suggests (5)

bayesmMASSlatticeMatrixtestthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

idefix

Code & Tests

People & History

People (3)

Maintainer (1)

John V Colias

Contributor, Maintainer

Authors (1)

Ryan Sermas

Author

Contributors (1)

John V Colias

Contributor, Maintainer

Copyright holders (1)

Decision Analyst, Inc.

Copyright holder · added in 1.2

Listed in earlier versions (2)

assisted by John V. Colias

no longer listed · 1.0 to 1.1

John V

no longer listed · 1.2 to 1.3.1

Package Timeline

5 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
1.3.1Latest
2024-10-10 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.3.0
2022-05-30 · diff ↗
unarchivedReturned to CRAN
2022-05-30
R
R 4.2.0 released · 2022-04-22
archivedRemoved from CRAN
2022-03-07
check problems were not corrected in time
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
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16

Show 7 earlier events

R
R 3.1.0 released · 2014-04-10
R
R 3.0.0 released · 2013-04-03
1.2
2012-11-21 · diff ↗
1.1
2012-05-09 · diff ↗
R
R 2.15.0 released · 2012-03-30
1.0
2012-01-04
R
R 2.14.0 released · 2011-10-31

Package metadata

First published: 2012-01-04
Total releases: 5 / 14 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Bundled data: 130 KB / 3 files
Download size: 174 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ChoiceModelR")

Format

Colias, J. V., Decision Analyst, Inc., & Sermas, R. (2024). ChoiceModelR: Choice Modeling in R (Version 1.3.1) [Computer software]. https://doi.org/10.32614/CRAN.package.ChoiceModelR

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 ChoiceModelR version 1.3.1 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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