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 
[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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