Files in DoubleML

Double Machine Learning in R

README.md R/datasets.R R/double_ml_plr.R R/double_ml.R R/double_ml_iivm.R R/helper.R R/double_ml_pliv.R R/zzz.R R/double_ml_irm.R R/double_ml_data.R inst/doc/getstarted.R inst/doc/install.Rmd inst/doc/Introduction_to_DoubleML.Rmd inst/doc/install.R inst/doc/getstarted.Rmd tests/testthat_regression_tests.R tests/testthat/test-double_ml_pliv_tuning.R tests/testthat/helper-11-dml_iivm.R tests/testthat/test-double_ml_plr_exception_handling.R tests/testthat/test-double_ml_pliv.R tests/testthat/test-double_ml_cluster_not_implemented.R tests/testthat/helper-04-simdata.R tests/testthat/test-double_ml_irm_tuning.R tests/testthat/test-double_ml_irm_binary_outcome.R tests/testthat/helper-05-ml-learner.R tests/testthat/helper-14-dml_pliv_partial_z.R tests/testthat/test-double_ml_set_sample_splitting.R tests/testthat/helper-09-dml_pliv.R tests/testthat/test-double_ml_plr_loaded_mlr3learner.R tests/testthat/helper-10-dml_irm.R tests/testthat/test-double_ml_irm.R tests/testthat/test-double_ml_iivm_binary_outcome.R tests/testthat/test-double_ml_plr_p_adjust.R tests/testthat/test-double_ml_plr_set_samples.R tests/testthat/helper-03-dgp.R tests/testthat/test-double_ml_iivm_tuning.R tests/testthat/test-double_ml_plr_user_score.R tests/testthat/test-double_ml_data.R tests/testthat/test-double_ml_datasets.R tests/testthat/test-double_ml_pliv_partial_x.R tests/testthat/test-double_ml_pliv_user_score.R tests/testthat/test-double_ml_irm_trim.R tests/testthat/test-double_ml_irm_parameter_passing.R tests/testthat/helper-15-dml_pliv_partial_xz.R tests/testthat/test-double_ml_plr_multitreat.R tests/testthat/test-double_ml_pliv_partial_z_parameter_passing.R tests/testthat/test-double_ml_pliv_one_way_cluster.R tests/testthat/test-double_ml_pliv_partial_functional_initializer.R tests/testthat/helper-01-helper_functions.R tests/testthat/test-double_ml_pliv_partial_xz_parameter_passing.R tests/testthat/test-double_ml_plr_nocrossfit.R tests/testthat/test-double_ml_print.R tests/testthat/test-double_ml_pliv_partial_xz.R tests/testthat/test-double_ml_plr_classifier.R tests/testthat/test-double_ml_plr_tuning.R tests/testthat/helper-08-dml_plr.R tests/testthat/test-double_ml_pliv_partial_z.R tests/testthat/test-double_ml_plr_nonorth.R tests/testthat/helper-13-dml_pliv_partial_x.R tests/testthat/test-double_ml_irm_user_score.R tests/testthat/test-double_ml_pliv_partial_functional_initializer_IVtype.R tests/testthat/helper-12-p_adjust.R tests/testthat/test-double_ml_plr.R tests/testthat/test-double_ml_plr_parameter_passing.R tests/testthat/test-double_ml_plr_export_preds.R tests/testthat/test-double_ml_pliv_multi_z_parameter_passing.R tests/testthat/test-double_ml_pliv_two_way_cluster.R tests/testthat/test-double_ml_iivm_parameter_passing.R tests/testthat/test-double_ml_active_bindings.R tests/testthat/test-double_ml_plr_rep_cross_fit.R tests/testthat/test-double_ml_pliv_parameter_passing.R tests/testthat/test-double_ml_iivm_trim.R tests/testthat/test-double_ml_irm_loaded_mlr3learner.R tests/testthat/test-double_ml_iivm_user_score.R tests/testthat/test-double_ml_iivm.R tests/testthat/test-double_ml_data_active_bindings.R tests/testthat/test-double_ml_pliv_exception_handling.R tests/testthat/helper-16-dml_cluster.R vignettes/install.Rmd vignettes/Introduction_to_DoubleML.Rmd vignettes/getstarted.Rmd man/make_irm_data.Rd man/DoubleMLData.Rd man/fetch_401k.Rd man/double_ml_data_from_data_frame.Rd man/DoubleMLIIVM.Rd man/make_plr_CCDDHNR2018.Rd man/DoubleMLPLR.Rd man/DoubleMLClusterData.Rd man/DoubleMLIRM.Rd man/DoubleML.Rd man/make_iivm_data.Rd man/DoubleMLPLIV.Rd man/make_plr_turrell2018.Rd man/make_pliv_CHS2015.Rd man/fetch_bonus.Rd man/make_pliv_multiway_cluster_CKMS2021.Rd man/double_ml_data_from_matrix.Rd