API for forestry-labs/causalToolbox
Toolbox for Causal Inference with emphasize on Heterogeneous Treatment Effect Estimator
| Global functions | |
|---|---|
| CateCI | Man page |
| CateCI,CATEestimator-method | Man page |
| CateCI,M_BART-method | Man page |
| CateCI,S_BART-method | Man page |
| CateCI,T_BART-method | Man page |
| CateCI,X_BART-method | Man page |
| DR-Learner | Man page |
| DR_RF | Man page Source code |
| DR_RF_fully_specified | Source code |
| EstimateCate | Man page |
| EstimateCate,DR_RF-method | Man page |
| EstimateCate,M_BART-method | Man page |
| EstimateCate,M_RF-method | Man page |
| EstimateCate,S_BART-method | Man page |
| EstimateCate,S_RF-method | Man page |
| EstimateCate,T_BART-method | Man page |
| EstimateCate,T_RF-method | Man page |
| EstimateCate,X_BART-method | Man page |
| EstimateCate,X_RF-method | Man page |
| GP_optimize_small | Source code |
| M-Learner | Man page |
| M_BART | Man page Source code |
| M_RF | Man page Source code |
| M_RF_fully_specified | Source code |
| S-Learner | Man page |
| S_BART | Man page Source code |
| S_RF | Man page Source code |
| S_RF_fully_specified | Source code |
| T-Learner | Man page |
| T_BART | Man page Source code |
| T_RF | Man page Source code |
| T_RF_fully_specified | Source code |
| Test_Fun_generic | Source code |
| X-Learner | Man page |
| X_BART | Man page Source code |
| X_RF | Man page Source code |
| X_RF_autotune_gpp | Source code |
| X_RF_autotune_simple | Source code |
| X_RF_fully_specified | Source code |
| best_MSE_constant | Source code |
| best_average_constant | Source code |
| catch_error | Source code |
| catch_feat_input_errors | Source code |
| catch_input_errors | Source code |
| change_setting | Source code |
| check_setups | Source code |
| compute_CATE_estimates | Source code |
| compute_sample_statistics | Source code |
| estimate_pred_y | Source code |
| estimate_pscore | Source code |
| evaluate_setting | Source code |
| getCV_indexes | Source code |
| get_BART_pred | Source code |
| get_CV_sizes | Source code |
| get_pred_mat | Source code |
| get_setting_strong | Source code |
| get_setting_weak | Source code |
| get_starting_settings | Source code |
| get_upper_bounds_for_nodesize | Source code |
| gof_double_robust | Source code |
| gof_fisher_exact | Source code |
| gof_matching | Source code |
| gof_subset | Source code |
| gof_transformed | Source code |
| gotv | Man page |
| mu0.simulate_causal_experiment | Man page |
| pscores.simulate_causal_experiment | Man page |
| simulate Experiments | Man page |
| simulate_causal_experiment | Man page Source code |
| simulate_correlation_matrix | Man page Source code |
| tau.simulate_causal_experiment | Man page |
| transphobia | Man page |
| uncleaned_transphobia | Man page |
