Man pages for tidytreatment
Tidy Methods for Bayesian Treatment Effect Models

avg_treatment_effectsGet (conditional) average treatment effect draws from...
bartmodel1Example model 1
bartmodel1_modelmatrixModel matrix used for 'bartmodel1'
covariate_importanceCounts of variable overall inclusion
covariate_with_treatment_importanceCounts of variable inclusion when interacting with treatment
fitted_draws_BARTGet fitted draws from posterior of 'BART'-package models
fitted_draws.bartMachineGet fitted draws from posterior of 'bartMachine' model
fitted_draws.lbartGet fitted draws from posterior of 'lbart' model
fitted_draws.mbartGet fitted draws from posterior of 'mbart' model
fitted_draws.mbart2Get fitted draws from posterior of 'mbart2' model
fitted_draws.pbartGet fitted draws from posterior of 'pbart' model
fitted_draws.wbartGet fitted draws from posterior of 'wbart' model
has_common_supportEvaluate if observations have common support.
has_tidytreatment_methodsCheck if a model class has required generic methods for...
highDim_testdataset3ACIC2019 High Dimensional Test Dataset
posterior_trees_BARTGet posterior tree draws into tibble format from BART model
predicted_draws_BARTGet predict draws from posterior of 'BART'-package models
predicted_draws.bartMachineGet predict draws from posterior of 'bartMachine' model
predicted_draws.wbartGet predict draws from posterior of 'wbart' model
residual_draws_BARTGet residual draw for BART model
residual_draws.bartMachineGet residual draw for 'bartMachine' model
residual_draws.pbartGet residual draw for 'pbart' model
residual_draws.wbartGet residual draw for 'wbart' model
simulate_su_hill_dataSimulate data with scenarios from Hill and Su (2013)
suhillsim1Example simulated dataset 1
tidy_ateGet average treatment effect draws from posterior
tidy_attGet average treatment effect on treated draws from posterior
tidytreatmenttidytreatment: Tidy methods for Bayesian treatment effect...
treatment_effectsGet (individual) treatment effect draws from posterior
treatment_effects.defaultGet treatment effect draws from posterior
variance_drawsGet variance draws from posterior of BART models
tidytreatment documentation built on July 26, 2021, 9:06 a.m.