Files in MCKnaus/causalDML

Causal Double Machine Learning

R/HK_decomposition.R R/RcppExports.R R/average_effects.R R/causalDML-package.R R/data_prep_utils.R R/dr_learner.R R/ensemble.R R/heterogeneous_effects.R R/ml_wrapper.R R/ndr_learner.R R/nuisance_parameters.R R/plasso.R R/utils_effects.R README.md man/APO_dml.Rd man/APO_dml_atet.Rd man/ATE_dml.Rd man/CV_core.Rd man/DML_aipw.Rd man/DML_partial_linear.Rd man/HK_decomposition.Rd man/add_intercept.Rd man/causalDML.Rd man/clan.Rd man/create_method.Rd man/data_screen.Rd man/design_matrix.Rd man/dr_core.Rd man/dr_learner.Rd man/dr_oos.Rd man/ensemble.Rd man/ensemble_core.Rd man/find_Xse_ind.Rd man/fitted_values.Rd man/forest_grf_fit.Rd man/handle_weights.Rd man/kr_cate.Rd man/lasso_fit.Rd man/mean_fit.Rd man/ndr_core.Rd man/ndr_learner.Rd man/ndr_oos.Rd man/norm_drl.Rd man/norm_w_to_n.Rd man/nuisance_cf.Rd man/nuisance_dss_e.Rd man/nuisance_dss_m.Rd man/nuisance_e.Rd man/nuisance_m.Rd man/ols_fit.Rd man/plasso.Rd man/plasso_fit.Rd man/plot.APO_dml.Rd man/plot.HK_decomposition.Rd man/plot.kr_cate.Rd man/plot.plasso.Rd man/plot.spline_cate.Rd man/predict.HK_decomposition.Rd man/predict.forest_grf_fit.Rd man/predict.lasso_fit.Rd man/predict.mean_fit.Rd man/predict.ols_fit.Rd man/predict.plasso.Rd man/predict.plasso_fit.Rd man/predict.ridge_fit.Rd man/prep_cf_mat.Rd man/prep_w_mat.Rd man/ridge_fit.Rd man/spline_cate.Rd man/summary.APO_dml.Rd man/summary.ATE_dml.Rd man/summary.DML_partial_linear.Rd man/summary.HK_decomposition.Rd man/summary.plasso.Rd