drord

1.0.1

Doubly-Robust Estimators for Ordinal Outcomes

0packages depend

2.5Kdownloads / year

84.2%test coverage

13/13checks pass

Overview

About

Maintained by David BenkeserFirst published 2020-09-072 releasesCRAN page ↗GitHub ↗

Efficient covariate-adjusted estimators of quantities that are useful for establishing the effects of treatments on ordinal outcomes.

Install

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

install.packages("drord", 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("benkeser/drord")

Development version from benkeser/drord. 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-drord

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-drord

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-drord

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

Health

CRAN checks

13OK

Slowest check: 5.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.03

84.2%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

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

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 79%
Return-value docs: 100%
References docs: 0%

Downloads

2.5K

CRAN downloads in the past year

Rank #17,284 · ~7/day · ~209/mo

Releases R versions

Daily download trend is not available in this view yet.

22230 days

64290 days

2.5K1 year

Compare downloads with other packages →

Also on95 r2u25 autocran

Repository

GitHub ↗ benkeser/drord

5Stars

1Forks

0Open issues

0Open PRs

1Releases

50Commits

1Contributors

ordinal-regressionmann-whitneycausal-inferencecovid-19double-robust

50 commits · Last activity 2021-05-21 · 0% stars, 30d

Stars over time

2021-05-24 · 42026-07-07 · 5

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/benkeser/drord on 2026-07-30.

Continuous integration (2)

Travis CIAppVeyor

Reproducibility and dev environment (1)

Makefile

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (4)

MASSVGAM ordinal ggplot2

LinkingTo (0)

none

Suggests (4)

testthat knitr rmarkdown ggsci

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

David Benkeser

Author, Maintainer, Copyright holder

Authors (1)

David Benkeser

Author, Maintainer, Copyright holder

David Benkeser

Author, Maintainer, Copyright holder

Package Timeline

2 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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.0.1Latest
2021-05-21 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.0
2020-09-07
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-09-07
Total releases: 2 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 0.9 KB / 1 file
Download size: 119 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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