CRAN: Package tidytreatment

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年01月10日

DOI: 10.32614/CRAN.package.tidytreatment

Author: Joshua J Bon ORCID iD [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

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