https://github.com/mjskay/tidybayes>, estimating (average) treatment effects, common support calculations, and plotting useful summaries of these.">

tidytreatment: Tidy Methods for Bayesian Treatment Effect Models (original) (raw)

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 ORCID iD [aut, cre]
Maintainer: Joshua J Bon
BugReports: https://github.com/bonStats/tidytreatment/issues
License: MIT + file
URL: https://github.com/bonStats/tidytreatment
NeedsCompilation: no
Language: en-US
Materials: README, NEWS
CRAN checks: tidytreatment results

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