R Observatory: Metrics for transportr version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

transportr

0.1.0Package record

Transporting Intervention Effects from One Population to Another

0packages depend

1.9Kdownloads / year

96.0%test coverage

13/13flavors OK

Overview

About

Maintained by Nicholas WilliamsCRAN page ↗GitHub ↗Issues ↗

Doubly-robust, non-parametric estimators for the transported average treatment effect from Rudolph, Williams, Stuart, and Diaz (2023) doi:10.48550/arXiv.2304.00117 and the intent-to-treatment average treatment effect from Rudolph and van der Laan (2017) doi:10.1111/rssb.12213. Estimators are fit using cross-fitting and nuisance parameters are estimated using the Super Learner algorithm.

Changes in 0.1.0

Initial CRAN submission.

From NEWS.md in the release

Install

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

install.packages("transportr", 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("nt-williams/transportr")

Development version from nt-williams/transportr. 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-transportr

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-transportr

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-transportr

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: 1.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMEYes · 36 wordsVignettesNoNEWSYes · 67% structured · mentions 0.1.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 5 (2 internal)includes a package overview page
Examples that run: 100%3 run in a plain check
Exported functions with examples: 75%
Documented parameters: 100%
Return-value docs: 75%
Help pages citing references: 0%

How these are measured

Downloads

1.9K

CRAN downloads in the past year

Rank #23,349 · ~5/day · ~160/mo

Releases R versions

Daily download trend is not available in this view yet.

20930 days

56190 days

1.9K1 year

Compare downloads with other packages →

Also on72 r2u4 autocran

How downloads are counted

Repository

nt-williams/transportr ↗Account: nt-williams

2Stars

0Forks

0Open issues

0Open PRs

0Releases

35Commits

1Commit identities

License file reads as GPL-3.0 · 35 commits · Last activity 2025-02-19 · 0% stars, 30d

Responsiveness

not measured

Stars over time

2025-09-13 · 22026-07-07 · 2

How these are measured

PracticesBeta

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

Checks run against github.com/nt-williams/transportr on 2026-10-21.

Continuous integration (1)

GitHub Actions

Governance and community (1)

The repository owner accepts GitHub Sponsors

Docs source (1)

README.Rmd

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing transportr adds 44 packages (21 with compiled code, 27 MB of source tarballs). Heaviest: data.table 5.7 MB, palmerpenguins 2.9 MB, glmnet 2.7 MB.

Depends (0)

none

Imports (7)

checkmate cli generics ife mlr3superlearner origami R6

LinkingTo (0)

none

Suggests (2)

ranger testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Nicholas Williams

Kara Rudolph

Author, Copyright holder

Releases (1)

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.1.0Latest
record
2025-02-20 · current release
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-02-20
Total releases: 1 / 1 yrs
License: GPL (>= 3) OSI
Download size: 15 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("transportr")

Format

Williams, N., & Rudolph, K. (2025). transportr: Transporting Intervention Effects from One Population to Another (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.transportr

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 transportr version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →