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adrftools: Estimating, Visualizing, and Testing Average Dose-Response Functions

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.

Version: 0.1.0
Depends: R (≥ 4.1.0)
Imports: cli (≥ 3.6.5), collapse (≥ 2.1.3), insight (≥ 1.4.3), ggplot2 (≥ 4.0.0), marginaleffects (≥ 0.19.0), mvtnorm (≥ 1.3-3), rlang (≥ 1.1.0), sandwich (≥ 3.1-1), stats, utils
Suggests: CompQuadForm (≥ 1.4.4), fwb (≥ 0.5.0), survey, splines, WeightIt, MatchThem, mice, generics, dbarts, knitr, rmarkdown
Published: 2026-02-17
DOI: 10.32614/CRAN.package.adrftools (may not be active yet)
Author: Noah Greifer ORCID iD [aut, cre]
Maintainer: Noah Greifer <noah.greifer at gmail.com>
BugReports: https://github.com/ngreifer/adrftools/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/ngreifer/adrftools, https://ngreifer.github.io/adrftools/
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: adrftools results

Documentation:

Reference manual: adrftools.html , adrftools.pdf
Vignettes: Estimating the ADRF with adrftools (source)

Downloads:

Package source: adrftools_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=adrftools to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.