Files in soerenkuenzel/hte
Heterogeneous Treatment Effect Estimator Using Random Forests

.Rbuildignore
.gitignore
DESCRIPTION
LICENSE
NAMESPACE
R/CATE_estimators.R R/ExmpleSetups_causaleffects.R R/RF.R R/RFNode.R R/RFTree.R R/RcppExports.R R/SBART.R R/Shrf.R R/TBART.R R/Thrf.R R/XBART.R R/Xhrf.R R/Xhrf_autotune_gpp.R R/Xhrf_autotune_hyperband.R R/Xhrf_autotune_hyperband2.R R/Xhrf_autotune_simple.R
R/Xhrf_new.txt
R/Xhrf_old.txt
R/honestRF.R R/honestRFTree.R R/honestRF_R.R
R/sysdata.rda
README.md
Tune/SLearner/BRC_Rand_TuneS.sh
Tune/SLearner/BRC_submit.sh
Tune/SLearner/HowtoSubmitMultipleJobs.txt
Tune/SLearner/Rand_TuneS.R
Tune/SLearner/Rand_TuneS.sh
Tune/SLearner/getParameters.R
Tune/TLearner/BRC_Rand_TuneT.sh
Tune/TLearner/BRC_submit.sh
Tune/TLearner/HowtoSubmitMultipleJobs.txt
Tune/TLearner/Rand_TuneT.R
Tune/TLearner/Rand_TuneT.sh
Tune/TLearner/getParameters.R
Tune/XLearner/TuneACIC16/BRC_Rand_TuneX.sh
Tune/XLearner/TuneACIC16/BRC_submit.sh
Tune/XLearner/TuneACIC16/Rand_CI_TuneX.R Tune/XLearner/TuneACIC16/Rand_TuneX.R Tune/XLearner/TuneACIC16/getParameters.R
Tune/XLearner/TuneACIC16/solutions/readme.txt
Tune/XLearner/TuneACIC16/test_data/readme.txt
Tune/XLearner/TuneOurDataSets/BRC_Rand_TuneX.sh
Tune/XLearner/TuneOurDataSets/BRC_submit.sh
Tune/XLearner/TuneOurDataSets/HowtoSubmitMultipleJobs.txt
Tune/XLearner/TuneOurDataSets/Rand_CI_TuneX.R
Tune/XLearner/TuneOurDataSets/Rand_TuneS.sh
Tune/XLearner/TuneOurDataSets/Rand_TuneX.R
Tune/XLearner/TuneOurDataSets/Rand_TuneX.sh
Tune/XLearner/TuneOurDataSets/find_which_direction_matters.R Tune/XLearner/TuneOurDataSets/getParameters.R Tune/XLearner/TuneOurDataSets/getParameters_MSE.R Tune/XLearner/TuneOurDataSets/simulate.R
Tune/XLearner/TuneOurDataSets/simulate.sh
Tune/adaptivityfigue.pdf Tune/adaptivityfigue1.pdf Tune/adaptivityfigue2.pdf Tune/adaptivityfigue2000.pdf Tune/adaptivityfigue2017-04-18.pdf
Tune/adaptivityfigue2017-04-19.png
Tune/adaptivityfigue5.pdf Tune/adaptivityfigueOnlyS.pdf Tune/plot_adaptivity_comparison.R crashes/parallel_set_seed_problem.R
hte.Rproj
man/CateCI-S_BART.Rd man/CateCI-X_hRF.Rd man/EstimateAllSampleStatistics-Meta-learner.Rd man/EstimateAllSampleStatistics-S_BART.Rd man/EstimateAllSampleStatistics-T_BART.Rd man/EstimateAllSampleStatistics-X_BART.Rd man/EstimateAllSampleStatistics-X_RF.Rd man/EstimateCate-S_BART.Rd man/EstimateCate-S_hRF.Rd man/EstimateCate-T_BART.Rd man/EstimateCate-T_hRF.Rd man/EstimateCate-X_BART.Rd man/EstimateCate-X_hRF.Rd man/RF-RF.Rd man/RF-class.Rd man/RFNode-RFNode.Rd man/RFNode-class.Rd man/RFTree-RFTree.Rd man/RFTree-class.Rd man/S_BART.Rd man/S_RF-S_RF.Rd man/S_RF-class.Rd man/S_RF.Rd man/T_BART.Rd man/T_RF-T_RF.Rd man/T_RF-class.Rd man/T_RF.Rd man/X_BART.Rd man/X_RF-X_RF.Rd man/X_RF-class.Rd man/X_RF_autotune_gpp.Rd man/X_RF_autotune_hyperband.Rd man/X_RF_autotune_simple.Rd man/X_RF_fully_specified.Rd man/addTrees-honestRF-method.Rd man/addTrees-honestRF.Rd man/autoJointHonestRF.Rd man/autohonestRF-honestRF.Rd man/autohonestRF.Rd man/avgMean.Rd man/getOOB-honestRF-method.Rd man/getOOB-honestRF.Rd man/honestRF-class.Rd man/honestRF-honestRF.Rd man/honestRFTree-class.Rd man/honestRFTree-honestRFTree.Rd man/honestRF_R-class.Rd man/honestRF_R-honestRF_R.Rd man/predict-RF.Rd man/predict-RFNode.Rd man/predict-RFTree.Rd man/predict-honestRF.Rd man/preprocess_testing.Rd man/preprocess_training.Rd man/printnode-RFNode.Rd man/recursivePartition-RFTree.Rd man/selectBestFeature-RFTree.Rd man/showTree-RFTree.Rd man/simulate_causal_experiment.Rd man/simulate_correlation_matrix.Rd man/testing_data_checker-honestRF.Rd man/training_data_checker-honestRF.Rd man/tuneStageOne-honestRF.Rd man/weightedavgMean.Rd
problemproblem
src/DataFrame.cpp
src/DataFrame.h
src/RFNode.cpp
src/RFNode.h
src/RcppExports.cpp
src/honestRF.cpp
src/honestRF.h
src/honestRFTree.cpp
src/honestRFTree.h
src/rcpp_cppBuildInterface.cpp
src/rcpp_selectBestFeature.cpp
src/test-randomization.cpp
src/utils.cpp
src/utils.h
tests/memory/free_memory_Problem.R
tests/performance/CATEestimators/BRC_CATE_MSE_evaluate_pipeline.sh
tests/performance/CATEestimators/BRC_submit.sh
tests/performance/CATEestimators/CATE_MSE_evaluate_pipeline.R
tests/performance/CATEestimators/SCF_CATE_MSE_evaluate_pipeline.sh
tests/performance/CATEestimators/SCF_submit.sh
tests/performance/CATEestimators/howto_CATE_MSE_evaluate_pipeline.txt
tests/performance/ConfidenceIntervals/CATE_CI_evaluate_pipeline.R tests/performance/ConfidenceIntervals/CI_CF.R
tests/performance/ConfidenceIntervals/CI_CF.sh
tests/performance/ConfidenceIntervals/CI_CF_plots.R tests/performance/ConfidenceIntervals/CI_X_hRF.R
tests/performance/ConfidenceIntervals/CI_X_hRF.sh
tests/performance/ConfidenceIntervals/CI_X_hRF_plots.R tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim100_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim20_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim50_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Conf1_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim100_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim20_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim50_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_RespSparseTau1strong_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim100_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim20_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim50_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_RsparseT2weak_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim20_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_STMpp_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Ufail_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Usual1_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_Wager1_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim100_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim20_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim50_n1e+05.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/CF_complexTau_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Conf1_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim100_n200.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim50_n200.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_RespSparseTau1strong_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim100_n10000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim100_n200.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim20_n10000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim20_n200.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim50_n10000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_RsparseT2weak_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_STMpp_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Ufail_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Usual1_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_Wager1_dim50_n500.pdf tests/performance/ConfidenceIntervals/plots/X__Summary_RsparseT2weak.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim100_n100.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim100_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim100_n200.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim100_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim100_n500.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim20_n100.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim20_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim20_n200.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim20_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim20_n500.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim50_n100.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim50_n1000.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim50_n200.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim50_n2000.pdf tests/performance/ConfidenceIntervals/plots/X_complexTau_dim50_n500.pdf tests/performance/OpenMLBenchmarks/OpenMLTutorial.R tests/performance/OpenMLBenchmarks/RF_basic_eval.R
tests/performance/OpenMLBenchmarks/RF_basic_eval.sh
tests/performance/OpenMLBenchmarks/RF_basic_eval_exploration.Rmd tests/performance/OpenMLBenchmarks/RF_basic_eval_exploration.pdf
tests/performance/OpenMLBenchmarks/SCF_submit.sh
tests/performance/OpenMLBenchmarks/SCF_submit_hte.sh
tests/performance/OpenMLBenchmarks/SCF_submit_multi.sh
tests/performance/OpenMLBenchmarks/SCF_submit_multi_high.sh
tests/performance/OpenMLBenchmarks/howto.txt
tests/performance/OpenMLBenchmarks/monitor.sh
tests/performance/OpenMLBenchmarks/summarize_datasets.R
tests/performance/OpenMLBenchmarks/summarize_datasets.sh
tests/performance/honestRF/cppPerformance.R tests/performance/honestRF/nfeatures20.pdf tests/performance/honestRF/nfeatures3.pdf tests/performance/honestRF/nfeatures5.pdf
tests/performance/simulations/RF/RF_MSE_SLURM.sh
tests/performance/simulations/RF/RF_MSE_pipeline.R tests/performance/simulations/RF/RF_MSE_plot.R
tests/performance/simulations/RF/RF_MSE_script.sh
tests/performance/simulations/RF/RF_autotune_SLURM.sh
tests/performance/simulations/RF/RF_autotune_pipeline.R
tests/performance/simulations/RF/RF_autotune_script.sh
tests/performance/simulations/RF/RF_data_generator.R
tests/performance/simulations/RF/RF_honesty_RF_test_SLURM.sh
tests/performance/simulations/RF/RF_honesty_RF_test_pipeline.R
tests/performance/simulations/RF/RF_honesty_RF_test_script.sh
tests/performance/simulations/RF/RF_honesty_SLURM.sh
tests/performance/simulations/RF/RF_honesty_pipeline.R tests/performance/simulations/RF/RF_honesty_plot.R
tests/performance/simulations/RF/RF_honesty_script.sh
tests/performance/simulations/RF/RF_tune_SLURM.sh
tests/performance/simulations/RF/RF_tune_pipeline.R tests/performance/simulations/RF/RF_tune_plot.R
tests/performance/simulations/RF/RF_tune_script.sh
tests/performance/simulations/RF/sim_plot/MSE_on_HighSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/MSE_on_LowSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/MSE_on_randomNoise_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/MSE_sd_on_HighSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/MSE_sd_on_LowSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/MSE_sd_on_randomNoise_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/honesty_MSE_on_HighSignalToNoiseLinearModel_2017-04-21.pdf tests/performance/simulations/RF/sim_plot/honesty_MSE_on_LowSignalToNoiseLinearModel_2017-04-21.pdf tests/performance/simulations/RF/sim_plot/honesty_MSE_on_randomNoise_2017-04-21.pdf tests/performance/simulations/RF/sim_plot/prediction_time_on_HighSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/prediction_time_on_LowSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/prediction_time_on_randomNoise_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/training_time_on_HighSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/training_time_on_LowSignalToNoiseLinearModel_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/training_time_on_randomNoise_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_10000_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_10000_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_1000_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_1000_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_31622_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_31622_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_3162_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_HighSignalToNoiseLinearModel_3162_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_10000_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_10000_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_1000_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_1000_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_31622_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_31622_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_3162_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_LowSignalToNoiseLinearModel_3162_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_10000_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_10000_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_1000_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_1000_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_31622_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_31622_20_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_3162_10_2017-04-15.pdf tests/performance/simulations/RF/sim_plot/tuning_randomNoise_3162_20_2017-04-15.pdf tests/testcases/RF.R tests/testcases/RFNode.R tests/testcases/RFTree.R tests/testcases/Shrf_test.R tests/testcases/Thrf_test.R tests/testcases/X_hRF_CATECI.R tests/testcases/Xhrf_autotune_test.R tests/testcases/Xhrf_test.R tests/testcases/exampleSetups_causaleffects.R tests/testcases/honestRF.R tests/testcases/honestRFRcpp.R
tests/testcases/honestRFRcpp.cpp
tests/testcases/honestRFTree.R tests/testthat.R
tests/testthat/NUL
tests/testthat/test-CateCI.R tests/testthat/test-RF.R tests/testthat/test-S-BART.R tests/testthat/test-ShRF.R tests/testthat/test-T-BART.R tests/testthat/test-X-BART.R tests/testthat/test-XhRF.R tests/testthat/test-XhRF_autotune_hyperband.R tests/testthat/test-Xhrf_autotune_gpp.R tests/testthat/test-Xhrf_autotune_simple.R tests/testthat/test-autoJointHonestRF.R tests/testthat/test-autohonest_RF.R tests/testthat/test-forest_numeric_var_used.R tests/testthat/test-honest_RF.R tests/testthat/test-honest_RF_OBB.R tests/testthat/test-honest_RF_addTrees.R tests/testthat/test-honest_RF_largeMinNodeSize.R tests/testthat/test-honest_RF_nonContinuousSplit.R tests/testthat/test-randomization.R tests/testthat/test-simulate_causal_experiment.R tests/testthat/test-tree.R tests/testthat/test-tree_numeric.R tests/testthat/test-tree_numeric_var_used.R
thisWS.RData
vignettes/example.Rmd vignettes/hte.Rmd
soerenkuenzel/hte documentation built on June 12, 2018, 4:26 p.m.