R Observatory: Metrics for adrftools version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

adrftools

0.1.0Package record

Estimating, Visualizing, and Testing Average Dose-Response Functions

0packages dependsuggested by 2

17Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Noah GreiferCRAN page ↗GitHub ↗Website ↗Issues ↗

Facilitates estimating, visualizing, and testing average dose-response functions (ADRFs) for characterizing the causal effect of a continuous (i.e., non-discrete) treatment or exposure. Includes support for frequentist and Bayesian regression models, analytical and bootstrap inference, and characterization of subgroup effects.

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("adrftools", 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("ngreifer/adrftools")

Development version from ngreifer/adrftools. 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-adrftools

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-adrftools

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-adrftools

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

2NOTE11OK

Check messages

NOTERd contentsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Rd files without \usage:
  ‘effect_curve.Rd’
\arguments should not be documented without \usage.

CRAN check page ↗

Slowest check: 9.9 min · r-oldrel-macos-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-09-08
ERROR10 OK, 2 NOTE, 1 ERROR2026-09-07
NOTE11 OK, 2 NOTE2026-08-25
ERROR10 OK, 2 NOTE, 1 ERROR2026-07-29
NOTE12 OK, 1 NOTE2026-07-11

Show 1 earlier changeHide 1 earlier change

OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMEYes · 677 wordsVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 0.1.0Citation fileNoWebsiteYes · pkgdown

Help pages: 12 (1 internal)includes a package overview page
Examples that run: 100%10 run in a plain check (1 of them under a condition)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 8%

Vignettes (1)

Estimating the ADRF with adrftools

How these are measured

Downloads

17K

CRAN downloads in the past year

Rank #2,407 · ~47/day · ~1.4K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.3K30 days

6.7K90 days

17K1 year

Compare downloads with other packages →

Also on184 r2u31 autocran

How downloads are counted

Repository

ngreifer/adrftools ↗Account: ngreifer

2Stars

0Forks

1Open issues

0Open PRs

0Releases

24Commits

1Commit identities

24 commits · Last activity 2026-04-28 · 0% stars, 30d · Default branch at 0.1.0.9001, ahead of CRAN 0.1.0 (checked 2026-10-18)

Responsiveness

not measured

Stars over time

2025-12-04 · 12026-07-07 · 2

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/ngreifer/adrftools on 2026-10-18.

Continuous integration (1)

GitHub Actions

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-04-28 · The repository has a site deploy workflow

pkgdown site last built 2026-04-28

Reproducibility and dev environment (1)

data-raw/

Lint, format, editor (2)

lintrRStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Installing adrftools adds 29 packages (14 with compiled code, 29 MB of source tarballs). Heaviest: ggplot2 6.0 MB, data.table 5.7 MB, Rcpp 1.8 MB.

Depends (1)

R >= 4.1.0

Imports (10)

cli collapse insight ggplot2 marginaleffects mvtnorm (>= 1.3-3)rlang sandwichstatsutils

LinkingTo (0)

none

Suggests (11)

CompQuadForm fwb surveysplinesWeightIt MatchThem mice generics dbarts knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 2

Suggests, most downloaded first

marginaleffects WeightIt

How these are counted

Code & Tests

Datasets

People & History

People (1)

Noah Greifer

Author, Maintainer since 0.1.0 (2026)

Releases (1)

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
record
2026-02-17 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-02-17
Total releases: 1 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Bundled data: 28 KB / 1 file
Download size: 1.1 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("adrftools")

Format

Greifer, N. (2026). adrftools: Estimating, Visualizing, and Testing Average Dose-Response Functions (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.adrftools

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 adrftools version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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