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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: 0.2.2
Depends: R (≥ 3.1.0)
Imports: tidybayes, purrr, tidyr, dplyr, readr, rlang
Suggests: knitr, rmarkdown, BART, ggplot2, testthat (≥ 3.0.0), withr
Enhances: bartMachine
Published: 2022-02-21
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.pdf
Vignettes: Using the tidytreatment package with BART

Downloads:

Package source: tidytreatment_0.2.2.tar.gz
Windows binaries: r-devel: tidytreatment_0.2.2.zip, r-release: tidytreatment_0.2.2.zip, r-oldrel: tidytreatment_0.2.2.zip
macOS binaries: r-release (arm64): tidytreatment_0.2.2.tgz, r-oldrel (arm64): tidytreatment_0.2.2.tgz, r-release (x86_64): tidytreatment_0.2.2.tgz, r-oldrel (x86_64): tidytreatment_0.2.2.tgz
Old sources: tidytreatment archive

Reverse dependencies:

Reverse imports: bartMan

Linking:

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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.