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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 [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 |
Reference manual: | tidytreatment.pdf |
Vignettes: |
Using the tidytreatment package with BART |
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 imports: | bartMan |
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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.