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 |