# Tidy Methods for Bayesian Treatment Effect Models

## Documentation for package ‘tidytreatment’ version 0.2.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

avg_treatment_effects | Get (conditional) average treatment effect draws from posterior
bartmodel1 | Example model 1
bartmodel1_modelmatrix | Model matrix used for 'bartmodel1'
covariate_importance | Counts of variable overall inclusion
covariate_with_treatment_importance | Counts of variable inclusion when interacting with treatment
fitted_draws.bartMachine | Get fitted draws from posterior of 'bartMachine' model
fitted_draws.lbart | Get fitted draws from posterior of 'lbart' model
fitted_draws.mbart | Get fitted draws from posterior of 'mbart' model
fitted_draws.mbart2 | Get fitted draws from posterior of 'mbart2' model
fitted_draws.pbart | Get fitted draws from posterior of 'pbart' model
fitted_draws.wbart | Get fitted draws from posterior of 'wbart' model
fitted_draws_BART | Get fitted draws from posterior of 'BART'-package models
has_common_support | Evaluate if observations have common support.
has_tidytreatment_methods | Check if a model class has required generic methods for tidytreatment functions.
highDim_testdataset3 | ACIC2019 High Dimensional Test Dataset
posterior_trees_BART | Get posterior tree draws into tibble format from BART model
predicted_draws.bartMachine | Get predict draws from posterior of 'bartMachine' model
predicted_draws.wbart | Get predict draws from posterior of 'wbart' model
predicted_draws_BART | Get predict draws from posterior of 'BART'-package models
residual_draws.bartMachine | Get residual draw for 'bartMachine' model
residual_draws.pbart | Get residual draw for 'pbart' model
residual_draws.wbart | Get residual draw for 'wbart' model
residual_draws_BART | Get residual draw for BART model
simulate_su_hill_data | Simulate data with scenarios from Hill and Su (2013)
suhillsim1 | Example simulated dataset 1
tidytreatment | tidytreatment: Tidy methods for Bayesian treatment effect models
tidy_ate | Get average treatment effect draws from posterior
tidy_att | Get average treatment effect on treated draws from posterior
treatment_effects | Get (individual) treatment effect draws from posterior
treatment_effects.default | Get treatment effect draws from posterior
variance_draws | Get variance draws from posterior of BART models