tidytreatment: Tidy Methods for Bayesian Treatment Effect Models
Functions for extracting tidy data from Bayesian treatment effect models, in particular BART, but extensions are possible. Functionality includes extracting tidy posterior summaries as in 'tidybayes' <https://github.com/mjskay/tidybayes>, estimating (average) treatment effects, common support calculations, and plotting useful summaries of these.
| Version: | 0.3.2 |
| Depends: | R (≥ 3.1.0) |
| Imports: | tidybayes,purrr,tidyr,dplyr,readr,rlang,dbarts,BART,coda,magrittr |
| Suggests: | knitr,rmarkdown,stan4bart,bartCause,ggplot2,testthat (≥3.0.0),withr,lme4 |
| Enhances: | bartMachine |
| Published: | 2025-12-07 |
| DOI: | 10.32614/CRAN.package.tidytreatment |
| Author: | Joshua J Bon [aut, cre] |
| Maintainer: | Joshua J Bon <joshuajbon at gmail.com> |
| BugReports: | https://github.com/bonstats/tidytreatment/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/bonstats/tidytreatment |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | tidytreatment results |
Documentation:
Downloads:
| Package source: | tidytreatment_0.3.2.tar.gz |
| Windows binaries: | r-devel:tidytreatment_0.3.2.zip, r-release:tidytreatment_0.3.2.zip, r-oldrel:tidytreatment_0.3.2.zip |
| macOS binaries: | r-release (arm64):tidytreatment_0.3.2.tgz, r-oldrel (arm64):tidytreatment_0.3.2.tgz, r-release (x86_64):tidytreatment_0.3.2.tgz, r-oldrel (x86_64):tidytreatment_0.3.2.tgz |
| Old sources: | tidytreatment archive |
Linking:
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