mvord

1.2.6

Multivariate Ordinal Regression Models

0packages depend

4Kdownloads / year

80.3%test coverage

13/13checks pass

Overview

About

Maintained by Laura VanaFirst published 2017-09-0720 releasesCRAN page ↗GitHub ↗

A flexible framework for fitting multivariate ordinal regression models with composite likelihood methods. Methodological details are given in Hirk, Hornik, Vana (2020) doi:10.18637/jss.v093.i04.

Install

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

install.packages("mvord", 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("lauravana/mvord")

Development version from lauravana/mvord. 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-mvord

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-mvord

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-mvord

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

Health

CRAN checks

13OK

Slowest check: 7.7 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.46

80.3%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
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 · 25 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 97%
Return-value docs: 17%
References docs: 6%

Downloads

CRAN downloads in the past year

Rank #10,412 · ~11/day · ~330/mo

Releases R versions

Daily download trend is not available in this view yet.

31930 days

1K90 days

4K1 year

Compare downloads with other packages →

Also on390 r2u37 autocran5.1K conda_forge

Repository

GitHub ↗ lauravana/mvord

5Stars

2Forks

1Open issues

0Open PRs

0Releases

56Commits

4Contributors

56 commits · Last activity 2025-07-28 · 0% stars, 30d

Stars over time

2025-02-04 · 42026-07-07 · 5

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/lauravana/mvord on 2026-07-19.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (5)

R >= 3.5.0minqa BB ucminf dfoptim

Imports (8)

MASSpbivnormstatsoptimx mnormt numDerivMatrixmvtnorm

LinkingTo (0)

none

Suggests (5)

knitr rmarkdown xtable colorspace VGAM

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 7,107 (58%)Vignettes 2,589 (21%)Rd 1,361 (11%)Other 638 (5%)Fortran 471 (4%)C 21 (0%)

Code characteristics

Object systems

S347

Cyclomatic complexity: 1.0 median / 39 max

Test coverage

Line coverage

80%

Expression

79.7%

Tests / Examples

80.3% / 38% ex

Functions

157 16 exported

Complexity

3.2 avg / 39 max

Call network

157 nodes / 101 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

157 functions

Function	Cyclo	Coverage
polycor exp	3	0%
pseudo_R_squared exp	2	0%
check_combis	2	0%
check_rank	4	0%
claic	1	0%
claic.mvord	1	0%

Datasets

Bundled datasets · 7

Name	Class	Rows × Cols	Also ships in
data_cr	data.frame	690 × 10	–
data_cr_panel	data.frame	11,320 × 9	–
data_mvord	data.frame	3,000 × 9	–
data_mvord2	data.frame	1,000 × 10	–
data_mvord_panel	data.frame	10,000 × 9	–
data_mvord_toy	data.frame	100 × 6	–
essay_data	data.frame	198 × 6	–

People & History

People (4)

Maintainer (1)

Laura Vana

Author, Maintainer

Authors (3)

Laura Vana

Author, Maintainer

Rainer Hirk

Author

Kurt Hornik

Author

Contributors (1)

Alan Gentz

Contributor · added in 1.2.5

Listed in earlier versions (1)

Alan Genz (Fortran Code)

no longer listed · 0.0.1 to 1.2.4

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.2.6Latest
2025-06-02 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.2.5
2024-08-30 · diff ↗
1.2.4
2024-07-07 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.2.2
2024-02-27 · diff ↗
1.2.1
2024-01-13 · diff ↗
unarchivedReturned to CRAN
2024-01-13
archivedRemoved from CRAN
2024-01-10
issues were not corrected in time
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.1.1
2021-03-17 · diff ↗
1.1.0
2020-11-17 · diff ↗
1.0.1
2020-05-28 · diff ↗

Show 16 earlier events

R
R 4.0.0 released · 2020-04-24
1.0.0
2020-04-17 · diff ↗
0.3.6
2019-09-22 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.3.5
2019-03-06 · diff ↗
0.3.4
2019-02-20 · diff ↗
0.3.3
2018-10-31 · diff ↗
0.3.2
2018-10-03 · diff ↗
0.3.1
2018-06-12 · diff ↗
0.3.0
2018-05-03 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.2.1
2017-11-29 · diff ↗
0.2.0
2017-11-10 · diff ↗
0.1.0
2017-10-17 · diff ↗
0.0.1
2017-09-07
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-09-07
Total releases: 20 / 9 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 913 KB / 7 files
Download size: 2.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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