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 Oct. 1, 2023, 1:07 a.m.