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 |
| Author: |
Noah Greifer 
[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:
Downloads:
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