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:	0.3.1
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:	2025-01-10
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 + file LICENSE
URL:	https://github.com/bonStats/tidytreatment
NeedsCompilation:	no
Language:	en-US
Materials:	README, NEWS
CRAN checks:	tidytreatment results

Documentation:

Reference manual:	tidytreatment.html , tidytreatment.pdf
Vignettes:	Using the tidytreatment package with BART (source, R code) Using the tidytreatment package with bartCause (source, R code)

Downloads:

Package source:	tidytreatment_0.3.1.tar.gz
Windows binaries:	r-devel: tidytreatment_0.3.1.zip, r-release: tidytreatment_0.3.1.zip, r-oldrel: tidytreatment_0.3.1.zip
macOS binaries:	r-release (arm64): tidytreatment_0.3.1.tgz, r-oldrel (arm64): tidytreatment_0.3.1.tgz, r-release (x86_64): tidytreatment_0.3.1.tgz, r-oldrel (x86_64): tidytreatment_0.3.1.tgz
Old sources:	tidytreatment archive

Linking:

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