Files in grf
Generalized Random Forests

MD5
NAMESPACE
DESCRIPTION
R/RcppExports.R R/get_scores.R R/causal_survival_forest.R R/grf-package.R R/survival_forest.R R/regression_forest.R R/tune_ll_regression_forest.R R/boosted_regression_forest.R R/print.R R/multi_arm_causal_forest.R R/merge_forests.R R/probability_forest.R R/ll_regression_forest.R R/dgps.R R/instrumental_forest.R R/average_treatment_effect.R R/deprecated.R R/tune_forest.R R/input_utilities.R R/multi_regression_forest.R R/plot.R R/lm_forest.R R/tune_ll_causal_forest.R R/forest_summary.R R/rank_average_treatment.R R/quantile_forest.R R/analysis_tools.R R/causal_forest.R
src/RegressionForestBindings.cpp
src/Makevars
src/RcppExports.cpp
src/AnalysisToolsBindings.cpp
src/SurvivalForestBindings.cpp
src/MultiCausalForestBindings.cpp
src/ProbabilityForestBindings.cpp
src/CausalForestBindings.cpp
src/InstrumentalForestBindings.cpp
src/CausalSurvivalForestBindings.cpp
src/QuantileForestBindings.cpp
src/RcppUtilities.h
src/RcppUtilities.cpp
src/MultiRegressionForestBindings.cpp
src/src/splitting/MultiRegressionSplittingRule.cpp
src/src/splitting/MultiRegressionSplittingRule.h
src/src/splitting/InstrumentalSplittingRule.cpp
src/src/splitting/MultiCausalSplittingRule.h
src/src/splitting/RegressionSplittingRule.cpp
src/src/splitting/MultiCausalSplittingRule.cpp
src/src/splitting/SplittingRule.h
src/src/splitting/ProbabilitySplittingRule.cpp
src/src/splitting/InstrumentalSplittingRule.h
src/src/splitting/ProbabilitySplittingRule.h
src/src/splitting/CausalSurvivalSplittingRule.cpp
src/src/splitting/CausalSurvivalSplittingRule.h
src/src/splitting/SurvivalSplittingRule.cpp
src/src/splitting/RegressionSplittingRule.h
src/src/splitting/SurvivalSplittingRule.h
src/src/splitting/factory/MultiCausalSplittingRuleFactory.h
src/src/splitting/factory/ProbabilitySplittingRuleFactory.cpp
src/src/splitting/factory/InstrumentalSplittingRuleFactory.h
src/src/splitting/factory/SplittingRuleFactory.h
src/src/splitting/factory/SurvivalSplittingRuleFactory.h
src/src/splitting/factory/MultiCausalSplittingRuleFactory.cpp
src/src/splitting/factory/CausalSurvivalSplittingRuleFactory.cpp
src/src/splitting/factory/RegressionSplittingRuleFactory.cpp
src/src/splitting/factory/SurvivalSplittingRuleFactory.cpp
src/src/splitting/factory/MultiRegressionSplittingRuleFactory.h
src/src/splitting/factory/MultiRegressionSplittingRuleFactory.cpp
src/src/splitting/factory/RegressionSplittingRuleFactory.h
src/src/splitting/factory/ProbabilitySplittingRuleFactory.h
src/src/splitting/factory/CausalSurvivalSplittingRuleFactory.h
src/src/splitting/factory/InstrumentalSplittingRuleFactory.cpp
src/src/analysis/SplitFrequencyComputer.cpp
src/src/analysis/SplitFrequencyComputer.h
src/src/tree/Tree.h
src/src/tree/TreeOptions.h
src/src/tree/Tree.cpp
src/src/tree/TreeOptions.cpp
src/src/tree/TreeTrainer.cpp
src/src/tree/TreeTrainer.h
src/src/sampling/SamplingOptions.cpp
src/src/sampling/RandomSampler.cpp
src/src/sampling/RandomSampler.h
src/src/sampling/SamplingOptions.h
src/src/commons/utility.cpp
src/src/commons/utility.h
src/src/commons/Data.cpp
src/src/commons/Data.h
src/src/commons/globals.h
src/src/relabeling/InstrumentalRelabelingStrategy.h
src/src/relabeling/CausalSurvivalRelabelingStrategy.h
src/src/relabeling/QuantileRelabelingStrategy.h
src/src/relabeling/QuantileRelabelingStrategy.cpp
src/src/relabeling/LLRegressionRelabelingStrategy.h
src/src/relabeling/NoopRelabelingStrategy.h
src/src/relabeling/InstrumentalRelabelingStrategy.cpp
src/src/relabeling/MultiCausalRelabelingStrategy.cpp
src/src/relabeling/LLRegressionRelabelingStrategy.cpp
src/src/relabeling/CausalSurvivalRelabelingStrategy.cpp
src/src/relabeling/MultiCausalRelabelingStrategy.h
src/src/relabeling/MultiNoopRelabelingStrategy.h
src/src/relabeling/MultiNoopRelabelingStrategy.cpp
src/src/relabeling/RelabelingStrategy.h
src/src/relabeling/NoopRelabelingStrategy.cpp
src/src/forest/ForestPredictors.cpp
src/src/forest/ForestTrainers.cpp
src/src/forest/Forest.h
src/src/forest/ForestPredictor.h
src/src/forest/ForestTrainers.h
src/src/forest/ForestPredictors.h
src/src/forest/ForestOptions.h
src/src/forest/ForestTrainer.h
src/src/forest/Forest.cpp
src/src/forest/ForestOptions.cpp
src/src/forest/ForestTrainer.cpp
src/src/forest/ForestPredictor.cpp
src/src/prediction/QuantilePredictionStrategy.cpp
src/src/prediction/ProbabilityPredictionStrategy.h
src/src/prediction/LocalLinearPredictionStrategy.cpp
src/src/prediction/DefaultPredictionStrategy.h
src/src/prediction/LLCausalPredictionStrategy.cpp
src/src/prediction/MultiCausalPredictionStrategy.h
src/src/prediction/Prediction.cpp
src/src/prediction/ObjectiveBayesDebiaser.cpp
src/src/prediction/InstrumentalPredictionStrategy.cpp
src/src/prediction/PredictionValues.h
src/src/prediction/RegressionPredictionStrategy.h
src/src/prediction/ObjectiveBayesDebiaser.h
src/src/prediction/PredictionValues.cpp
src/src/prediction/SurvivalPredictionStrategy.cpp
src/src/prediction/SurvivalPredictionStrategy.h
src/src/prediction/LocalLinearPredictionStrategy.h
src/src/prediction/OptimizedPredictionStrategy.h
src/src/prediction/LLCausalPredictionStrategy.h
src/src/prediction/InstrumentalPredictionStrategy.h
src/src/prediction/MultiCausalPredictionStrategy.cpp
src/src/prediction/ProbabilityPredictionStrategy.cpp
src/src/prediction/RegressionPredictionStrategy.cpp
src/src/prediction/Prediction.h
src/src/prediction/CausalSurvivalPredictionStrategy.h
src/src/prediction/MultiRegressionPredictionStrategy.cpp
src/src/prediction/MultiRegressionPredictionStrategy.h
src/src/prediction/CausalSurvivalPredictionStrategy.cpp
src/src/prediction/QuantilePredictionStrategy.h
src/src/prediction/collector/SampleWeightComputer.cpp
src/src/prediction/collector/PredictionCollector.h
src/src/prediction/collector/TreeTraverser.cpp
src/src/prediction/collector/DefaultPredictionCollector.h
src/src/prediction/collector/TreeTraverser.h
src/src/prediction/collector/OptimizedPredictionCollector.h
src/src/prediction/collector/SampleWeightComputer.h
src/src/prediction/collector/DefaultPredictionCollector.cpp
src/src/prediction/collector/OptimizedPredictionCollector.cpp
src/optional/optional.hpp
src/optional/LICENSE.txt
src/random/random.hpp
src/random/algorithm.hpp
src/random/README.md tests/testthat.R tests/testthat/test_cran_smoke_test.R man/get_scores.multi_arm_causal_forest.Rd man/predict.causal_survival_forest.Rd man/test_calibration.Rd man/print.rank_average_treatment_effect.Rd man/rank_average_treatment_effect.fit.Rd man/tune_instrumental_forest.Rd man/expected_survival.Rd man/regression_forest.Rd man/predict.causal_forest.Rd man/get_scores.causal_survival_forest.Rd man/tune_ll_causal_forest.Rd man/predict.ll_regression_forest.Rd man/merge_forests.Rd man/generate_causal_survival_data.Rd man/get_scores.Rd man/causal_survival_forest.Rd man/leaf_stats.instrumental_forest.Rd man/probability_forest.Rd man/predict.boosted_regression_forest.Rd man/instrumental_forest.Rd man/predict.survival_forest.Rd man/generate_causal_data.Rd man/tune_regression_forest.Rd man/predict.probability_forest.Rd man/lm_forest.Rd man/boosted_regression_forest.Rd man/rank_average_treatment_effect.Rd man/best_linear_projection.Rd man/ll_regression_forest.Rd man/leaf_stats.default.Rd man/plot.grf_tree.Rd man/quantile_forest.Rd man/print.grf.Rd man/boot_grf.Rd man/predict.multi_arm_causal_forest.Rd man/average_late.Rd man/survival_forest.Rd man/tune_forest.Rd man/print.grf_tree.Rd man/get_sample_weights.Rd man/leaf_stats.causal_forest.Rd man/estimate_rate.Rd man/predict.instrumental_forest.Rd man/multi_regression_forest.Rd man/variable_importance.Rd man/predict.regression_forest.Rd man/print.boosted_regression_forest.Rd man/get_tree.Rd man/get_scores.causal_forest.Rd man/get_forest_weights.Rd man/tune_causal_forest.Rd man/multi_arm_causal_forest.Rd man/get_scores.instrumental_forest.Rd man/custom_forest.Rd man/print.tuning_output.Rd man/predict.quantile_forest.Rd man/leaf_stats.regression_forest.Rd man/export_graphviz.Rd man/grf-package.Rd man/get_leaf_node.Rd man/split_frequencies.Rd man/average_partial_effect.Rd man/predict.multi_regression_forest.Rd man/predict.lm_forest.Rd man/causal_forest.Rd man/average_treatment_effect.Rd man/tune_ll_regression_forest.Rd man/plot.rank_average_treatment_effect.Rd man/create_dot_body.Rd
grf documentation built on June 24, 2024, 5:20 p.m.