API for grf
Generalized Random Forests
| Global functions | |
|---|---|
| average_treatment_effect | Man page Source code |
| best_linear_projection | Man page Source code |
| boosted_regression_forest | Man page Source code |
| boot_grf | Man page Source code |
| causal_forest | Man page Source code |
| causal_predict | Source code |
| causal_predict_oob | Source code |
| causal_survival_forest | Man page Source code |
| causal_survival_predict | Source code |
| causal_survival_predict_oob | Source code |
| causal_survival_train | Source code |
| causal_train | Source code |
| compute_psi | Source code |
| compute_split_frequencies | Source code |
| compute_weights | Source code |
| compute_weights_oob | Source code |
| create_dot_body | Man page Source code |
| create_test_matrices | Source code |
| create_train_matrices | Source code |
| do.call.rcpp | Source code |
| estimate_rate | Man page Source code |
| expected_survival | Man page Source code |
| export_graphviz | Man page Source code |
| generate_causal_data | Man page Source code |
| generate_causal_survival_data | Man page Source code |
| get_forest_weights | Man page Source code |
| get_leaf_node | Man page Source code |
| get_legacy_seed | Source code |
| get_params_from_draw | Source code |
| get_scores | Man page Source code |
| get_scores.causal_forest | Man page Source code |
| get_scores.causal_survival_forest | Man page Source code |
| get_scores.instrumental_forest | Man page Source code |
| get_scores.multi_arm_causal_forest | Man page Source code |
| get_tree | Man page Source code |
| get_tuning_output | Source code |
| grf | Man page |
| grf-package | Man page |
| grf_options | Man page Source code |
| instrumental_forest | Man page Source code |
| instrumental_predict | Source code |
| instrumental_predict_oob | Source code |
| instrumental_train | Source code |
| leaf_stats | Source code |
| leaf_stats.causal_forest | Man page Source code |
| leaf_stats.default | Man page Source code |
| leaf_stats.instrumental_forest | Man page Source code |
| leaf_stats.regression_forest | Man page Source code |
| ll_causal_predict | Source code |
| ll_causal_predict_oob | Source code |
| ll_regression_forest | Man page Source code |
| ll_regression_predict | Source code |
| ll_regression_predict_oob | Source code |
| ll_regression_train | Source code |
| lm_forest | Man page Source code |
| merge | Source code |
| merge_forests | Man page Source code |
| multi_arm_causal_forest | Man page Source code |
| multi_causal_predict | Source code |
| multi_causal_predict_oob | Source code |
| multi_causal_train | Source code |
| multi_regression_forest | Man page Source code |
| multi_regression_predict | Source code |
| multi_regression_predict_oob | Source code |
| multi_regression_train | Source code |
| observation_weights | Source code |
| plot.grf_tree | Man page Source code |
| plot.rank_average_treatment_effect | Man page Source code |
| predict.boosted_regression_forest | Man page Source code |
| predict.causal_forest | Man page Source code |
| predict.causal_survival_forest | Man page Source code |
| predict.instrumental_forest | Man page Source code |
| predict.ll_regression_forest | Man page Source code |
| predict.lm_forest | Man page Source code |
| predict.multi_arm_causal_forest | Man page Source code |
| predict.multi_regression_forest | Man page Source code |
| predict.probability_forest | Man page Source code |
| predict.quantile_forest | Man page Source code |
| predict.regression_forest | Man page Source code |
| predict.survival_forest | Man page Source code |
| print.boosted_regression_forest | Man page Source code |
| print.grf | Man page Source code |
| print.grf_tree | Man page Source code |
| print.rank_average_treatment_effect | Man page Source code |
| print.tuning_output | Man page Source code |
| probability_forest | Man page Source code |
| probability_predict | Source code |
| probability_predict_oob | Source code |
| probability_train | Source code |
| quantile_forest | Man page Source code |
| quantile_predict | Source code |
| quantile_predict_oob | Source code |
| quantile_train | Source code |
| rank_average_treatment_effect | Man page Source code |
| rank_average_treatment_effect.fit | Man page Source code |
| regression_forest | Man page Source code |
| regression_predict | Source code |
| regression_predict_oob | Source code |
| regression_train | Source code |
| split_frequencies | Man page Source code |
| survival_forest | Man page Source code |
| survival_predict | Source code |
| survival_predict_oob | Source code |
| survival_train | Source code |
| test_calibration | Man page Source code |
| tune_forest | Man page Source code |
| tune_ll_causal_forest | Man page Source code |
| tune_ll_regression_forest | Man page Source code |
| validate_X | Source code |
| validate_boost_error_reduction | Source code |
| validate_clusters | Source code |
| validate_equalize_cluster_weights | Source code |
| validate_forest_list | Source code |
| validate_ll_cutoff | Source code |
| validate_ll_lambda | Source code |
| validate_ll_path | Source code |
| validate_ll_vars | Source code |
| validate_newdata | Source code |
| validate_num_threads | Source code |
| validate_observations | Source code |
| validate_sample_weights | Source code |
| validate_sandwich | Source code |
| validate_subset | Source code |
| variable_importance | Man page Source code |
| with_seed | Source code |
