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tidytreatment
View on CRAN: Click
here
Download and install tidytreatment package within the R console
Install from CRAN:
install.packages("tidytreatment")
Install from Github:
library("remotes")
install_github("cran/tidytreatment") Install by package version:
library("remotes")
install_version("tidytreatment", "0.3.2") Attach the package and use:
library("tidytreatment")
Maintained by
Joshua J Bon
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-23
Latest Update: 2025-01-10
Description:
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.
How to cite:
Joshua J Bon (2021). tidytreatment: Tidy Methods for Bayesian Treatment Effect Models. R package version 0.3.2, https://cran.r-project.org/web/packages/tidytreatment. Accessed 13 Oct. 2026.
Previous versions and publish date:
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Complete documentation for tidytreatment
Functions, R codes and Examples using
the tidytreatment R package
Some associated functions: avg_treatment_effects . bartmodel1 . bartmodel1_modelmatrix . covariate_importance . covariate_with_treatment_importance . fitted_draws.bartMachine . fitted_draws.lbart . fitted_draws.mbart . fitted_draws.mbart2 . fitted_draws.pbart . fitted_draws.wbart . fitted_draws_BART . has_common_support . has_tidytreatment_methods . highDim_testdataset3 . posterior_trees_BART . predicted_draws.bartMachine . predicted_draws.wbart . predicted_draws_BART . residual_draws.bartMachine . residual_draws.pbart . residual_draws.wbart . residual_draws_BART . simulate_su_hill_data . suhillsim1 . tidy_ate . tidy_att . tidytreatment . treatment_effects.default . treatment_effects . variance_draws .
Some associated R codes: average-treatment-effects-posterior.R . common-support.R . covariate-importance.R . data.R . generics-bartMachine.R . helper.R . print.R . simulate-su-hill.R . tidy-posterior-BART.R . tidy-posterior-bartMachine.R . tidy-variance.R . tidytreatment-package.R . treatment-effects-posterior.R . tree-extract-BART.R . Full tidytreatment package functions and examples
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