Files in xnie/rlearner
R-learner for Heterogeneous Treatment Effect Estimation
.Rbuildignore
.gitignore
DESCRIPTION
NAMESPACE
R/cvboost.R
R/cvkern.R
R/rboost.R
R/rkern.R
R/rlasso.R
R/sboost.R
R/skern.R
R/slasso.R
R/tboost.R
R/tkern.R
R/tlasso.R
R/uboost.R
R/ukern.R
R/ulasso.R
R/utils.R
R/xboost.R
R/xkern.R
R/xlasso.R
README.md
experiments_for_paper/Rstack/lib.R
experiments_for_paper/Rstack/make_plots.R
experiments_for_paper/Rstack/rstack_sharp.pdf
experiments_for_paper/Rstack/rstack_smooth.pdf
experiments_for_paper/Rstack/stacking_test.R
experiments_for_paper/Rstack/stacking_test.RData
experiments_for_paper/Rstack/stacking_test_B.R
experiments_for_paper/Rstack/stacking_test_B.RData
experiments_for_paper/make_plots.R
experiments_for_paper/output_boost.csv
experiments_for_paper/output_kernel.csv
experiments_for_paper/output_lasso.csv
experiments_for_paper/parse_results.R
experiments_for_paper/plots/fig_boost.pdf
experiments_for_paper/plots/fig_kernel.pdf
experiments_for_paper/plots/fig_lasso.pdf
experiments_for_paper/run_simu.R
experiments_for_paper/section2_example/data_clean.csv
experiments_for_paper/section2_example/parse_data.R
experiments_for_paper/section2_example/run_analysis.R
experiments_for_paper/section2_example/tau_boxplot.pdf
experiments_for_paper/section2_example/tau_histogram.pdf
experiments_for_paper/start.sh
experiments_for_paper/tables/simulation_results_setup_A_boost.tex
experiments_for_paper/tables/simulation_results_setup_A_kernel.tex
experiments_for_paper/tables/simulation_results_setup_A_lasso.tex
experiments_for_paper/tables/simulation_results_setup_B_boost.tex
experiments_for_paper/tables/simulation_results_setup_B_kernel.tex
experiments_for_paper/tables/simulation_results_setup_B_lasso.tex
experiments_for_paper/tables/simulation_results_setup_C_boost.tex
experiments_for_paper/tables/simulation_results_setup_C_kernel.tex
experiments_for_paper/tables/simulation_results_setup_C_lasso.tex
experiments_for_paper/tables/simulation_results_setup_D_boost.tex
experiments_for_paper/tables/simulation_results_setup_D_kernel.tex
experiments_for_paper/tables/simulation_results_setup_D_lasso.tex
license.md
man/continuous_toy_data_simulation.Rd
man/cv_klrs.Rd
man/cvboost.Rd
man/data_simulation.Rd
man/easy_toy_data_simulation.Rd
man/invariate_add_tests.Rd
man/invariate_mult_tests.Rd
man/meta_learner_tests.Rd
man/predict.cvboost.Rd
man/predict.rboost.Rd
man/predict.rkern.Rd
man/predict.rlasso.Rd
man/predict.sboost.Rd
man/predict.skern.Rd
man/predict.slasso.Rd
man/predict.tboost.Rd
man/predict.tkern.Rd
man/predict.tlasso.Rd
man/predict.uboost.Rd
man/predict.ukern.Rd
man/predict.ulasso.Rd
man/predict.xboost.Rd
man/predict.xkern.Rd
man/predict.xlasso.Rd
man/rboost.Rd
man/rkern.Rd
man/rlasso.Rd
man/sboost.Rd
man/simple_meta_learner_tests.Rd
man/skern.Rd
man/slasso.Rd
man/t_data_simulation.Rd
man/t_toy_data_simulation.Rd
man/tboost.Rd
man/tkern.Rd
man/tlasso.Rd
man/uboost.Rd
man/ukern.Rd
man/ulasso.Rd
man/xboost.Rd
man/xkern.Rd
man/xlasso.Rd
rlearner.Rproj
tests/testthat.R
tests/testthat/test_boost.R
tests/testthat/test_kernel.R
tests/testthat/test_lasso.R
tests/testthat/test_simple.R
tests/testthat/test_utils.R
