Generalized Random Forests

Global functions | |
---|---|

average_late | Man page Source code |

average_partial_effect | Man page Source code |

average_treatment_effect | Man page Source code |

best_linear_projection | Man page Source code |

boosted_regression_forest | Man page Source code |

causal_forest | Man page Source code |

causal_predict | Source code |

causal_predict_oob | Source code |

causal_train | 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 |

custom_forest | Man page Source code |

custom_predict | Source code |

custom_predict_oob | Source code |

custom_train | Source code |

do.call.rcpp | Source code |

export_graphviz | Man page Source code |

get_params_from_draw | Source code |

get_sample_weights | Man page Source code |

get_tree | Man page Source code |

get_tuning_output | Source code |

grf | Man page |

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 |

merge | Source code |

merge_forests | Man page Source code |

observation_weights | Source code |

plot.grf_tree | Man page Source code |

predict.boosted_regression_forest | Man page Source code |

predict.causal_forest | Man page Source code |

predict.custom_forest | Man page Source code |

predict.instrumental_forest | Man page Source code |

predict.ll_regression_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.tuning_output | Man page Source code |

quantile_forest | Man page Source code |

quantile_predict | Source code |

quantile_predict_oob | Source code |

quantile_train | 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_causal_forest | Man page Source code |

tune_forest | Man page Source code |

tune_instrumental_forest | Man page Source code |

tune_ll_causal_forest | Man page Source code |

tune_ll_regression_forest | Man page Source code |

tune_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 |

variable_importance | Man page Source code |

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