choicedata

0.1.0

Working with Choice Data

0packages depend

2Kdownloads / year

82.6%test coverage

13/13checks pass

Overview

About

Maintained by Lennart OelschlägerFirst published 2025-10-091 releasesCRAN page ↗GitHub ↗

Offers a set of objects tailored to simplify working with choice data. It enables the computation of choice probabilities and the likelihood of various types of choice models based on given data.

Install

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

install.packages("choicedata", 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("loelschlaeger/choicedata")

Development version from loelschlaeger/choicedata. 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-choicedata

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-choicedata

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

13OK

Slowest check: 10.1 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.66

82.6%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 379 wordsVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 89%
Return-value docs: 100%
References docs: 9%

Downloads

CRAN downloads in the past year

Rank #19,968 · ~6/day · ~168/mo

Releases R versions

Daily download trend is not available in this view yet.

21530 days

60490 days

2K1 year

Compare downloads with other packages →

Also on55 r2u

Repository

GitHub ↗ loelschlaeger/choicedata

1Stars

0Forks

0Open issues

1Open PRs

0Releases

5Commits

1Contributors

License GPL-3.0 · 5 commits · Last activity 2026-05-04 · 0% stars, 30d

Stars over time

2026-01-14 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

7 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/loelschlaeger/choicedata on 2026-07-19.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

renv

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (15)

checkmate cli dplyr Formula ggplot2Matrixmvtnorm optimizeR oeli patchwork Rdpack rlang tibble tidyrutils

LinkingTo (0)

none

Suggests (3)

mlogit rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 10,526 (85%)Rd 1,865 (15%)Markdown 52 (0%)

Code characteristics

Object systems

S33

Cyclomatic complexity: 2.0 median / 38 max
Test cases: 87 / 0.66 per code line

Test coverage

Line coverage

83%

Expression

86.3%

Tests / Examples

82.6% / 54% ex

Functions

128 38 exported

Complexity

4.9 avg / 38 max

Call network

128 nodes / 325 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

128 functions

Function	Cyclo	Coverage
check_column_effects	2	0%
check_list	1	0%
choiceprob_mmnl_lc	2	0%
choiceprob_mmnl_ordered	1	0%
choiceprob_mmnl_ordered_lc	2	0%
choiceprob_mmnl_ordered_panel	1	0%

Datasets

Bundled datasets · 2

Name	Class	Rows × Cols	Also ships in
train_choice	tbl_df/tbl/data.frame	2,929 × 11	–
travel_mode_choice	tbl_df/tbl/data.frame	840 × 8	–

People & History

People (1)

Maintainer (1)

Lennart Oelschläger

Author, Maintainer

Authors (1)

Lennart Oelschläger

Author, Maintainer

Listed in earlier versions (1)

Lennart Oelschl\u00e4ger

no longer listed · 0.1.0

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
2026-03-10 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-10-09
Total releases: 1 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 17 KB / 2 files
Download size: 182 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →