Man pages for tidytreatment
Tidy Methods for Bayesian Treatment Effect Models
| 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 |
| 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 |
| 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.bartMachine | Get predict draws from posterior of 'bartMachine' model |
| 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 |
| tidy_ate | Get average treatment effect draws from posterior |
| tidy_att | Get average treatment effect on treated draws from posterior |
| tidytreatment | tidytreatment: Tidy methods for Bayesian treatment effect... |
| 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 |
