R Observatory: Metrics for drord version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

drord

1.0.1Package record

Doubly-Robust Estimators for Ordinal Outcomes

0packages depend

2.7Kdownloads / year

84.2%test coverage

13/13flavors OK

Overview

About

Maintained by David BenkeserCRAN page ↗GitHub ↗Issues ↗

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

Changes in 1.0.1

The default outcome regression model has been changed to a pooled logistic

model.

From NEWS.md in the release

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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 4.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

README· In the repository, left out of the releaseVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 1.0.1Citation fileNo

Help pages: 56
Examples that run: 100%1 run in a plain check
Exported functions with examples: 100%
Documented parameters: 79%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

`drord`: Doubly robust estimators of ordinal treatment effects HTML

How these are measured

Downloads

2.7K

CRAN downloads in the past year

Rank #15,504 · ~7/day · ~223/mo

Releases R versions

Daily download trend is not available in this view yet.

27730 days

80190 days

2.7K1 year

Compare downloads with other packages →

Also on69 r2u5 autocran

How downloads are counted

Repository

benkeser/drord ↗Account: benkeser

5Stars

1Forks

0Open issues

0Open PRs

1Releases

50Commits

1Commit identities

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

50 commits · Last activity 2021-05-21 · 0% stars, 30d · Default branch at 1.0.1.9000, ahead of CRAN 1.0.1 (checked 2026-10-25)

Responsiveness

not measured

Stars over time

2021-05-24 · 42026-07-07 · 5

How these are measured

PracticesBeta

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

Checks run against github.com/benkeser/drord on 2026-10-25.

Continuous integration (2)

Travis CI (config file)AppVeyor

Governance and community (1)

Contributing guide

Docs source (2)

README.Rmd

GitHub Pages site last deployed 2021-05-21

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

Reproducibility and dev environment (1)

Makefile

CRAN release process (1)

cran-comments.md

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing drord adds 21 packages (10 with compiled code, 16 MB of source tarballs). Heaviest: ggplot2 6.0 MB, VGAM 1.7 MB, isoband 1.5 MB.

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.

How these are counted

Code & Tests

Datasets

People & History

People (1)

David Benkeser

Releases (2)

Pick two releases to compare their code metrics.

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
record
2021-05-21 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.0
record
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

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("drord")

Format

Benkeser, D. (2021). drord: Doubly-Robust Estimators for Ordinal Outcomes (Version 1.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.drord

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 drord version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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