avg_treatment_effects | Get (conditional) average treatment effect draws from... |
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 |
epred_draws.bartcFit | Get expected prediction draws from posterior of... |
epred_draws.stan4bartFit | Get expected prediction draws from posterior of... |
fitted_draws_BART | Get fitted draws from posterior of 'BART'-package models |
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 |
has_common_support | Evaluate if observations have common support. |
has_tidytreatment_methods | Check if a model class has required generic methods for... |
highDim_testdataset3 | ACIC2019 High Dimensional Test Dataset |
linpred_draws.bartcFit | Get expected prediction draws (on linear scale) from... |
linpred_draws.stan4bartFit | Get expected prediction draws (on linear scale) from... |
pipe | Pipe operator |
posterior_trees_BART | Get posterior tree draws into tibble format from BART model |
predicted_draws_BART | Get predict draws from posterior of 'BART'-package models |
predicted_draws.bartcFit | Get prediction draws from posterior of 'bartCause'-package... |
predicted_draws.bartMachine | Get predict draws from posterior of 'bartMachine' model |
predicted_draws.stan4bartFit | Get prediction draws from posterior of 'stan4bart'-package... |
predicted_draws.wbart | Get predict draws from posterior of 'wbart' model |
residual_draws_BART | Get residual draw for BART model |
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 |
simulate_su_hill_data | Simulate data with scenarios from Hill and Su (2013) |
suhillsim1 | Example simulated dataset 1 |
suhillsim2_ranef | Example simulated dataset 2: with subject specific random... |
tidy_ate | Get average treatment effect draws from posterior |
tidy_att | Get average treatment effect on treated draws from posterior |
tidy_draws.bartcFit | Tidy access to posterior of 'bartCause'-package objects |
tidytreatment | tidytreatment: Tidy methods for Bayesian treatment effect... |
treatment_effects | Get (individual) treatment effect draws from posterior |
treatment_effects.bartcFit | Get (individual) treatment effect draws from bartcFit... |
treatment_effects.default | Get treatment effect draws from posterior |
variance_draws | Get variance draws from posterior of BART models |
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