API for MCKnaus/causalDML
Causal Double Machine Learning

Global functions
APO_dml Man page Source code
APO_dml_atet Man page Source code
ATE_dml Man page Source code
CV_core Man page Source code
DML_aipw Man page Source code
DML_partial_linear Man page Source code
HK2_decomposition Man page Source code
HK2_message_maker Source code
HK2_parameter_maker Source code
HK2_result_collector Man page Source code
HK_decomposition Man page Source code
IF2SE Source code
IF_maker Source code
add_intercept Man page Source code
causalDML Man page Source code
causalDML-package Man page
clan Man page Source code
create_method Man page Source code
data_screen Man page Source code
design_matrix Man page Source code
dr_core Man page Source code
dr_learner Man page Source code
dr_oos Man page Source code
ensemble Man page Source code
ensemble_core Man page Source code
find_Xse_ind Man page Source code
fitted_values Man page
forest_grf_fit Man page Source code
handle_weights Man page Source code
kr_cate Man page Source code
lasso_fit Man page Source code
mean_fit Man page Source code
ndr_core Man page Source code
ndr_learner Man page Source code
ndr_oos Man page Source code
norm_drl Man page Source code
norm_drl_rcpp Source code
norm_w_to_n Man page Source code
nuisance_cf Man page Source code
nuisance_dss_e Man page Source code
nuisance_dss_m Man page Source code
nuisance_e Man page Source code
nuisance_m Man page Source code
ols_fit Man page Source code
plasso Man page Source code
plasso_fit Man page Source code
plot.APO_dml Man page Source code
plot.HK2_decomposition Man page Source code
plot.HK_decomposition Man page Source code
plot.kr_cate Man page Source code
plot.plasso Man page Source code
plot.spline_cate Man page Source code
predict.HK_decomposition Man page Source code
predict.forest_grf_fit Man page Source code
predict.lasso_fit Man page Source code
predict.mean_fit Man page Source code
predict.ols_fit Man page Source code
predict.plasso Man page Source code
predict.plasso_fit Man page Source code
predict.ridge_fit Man page Source code
prep_cf_mat Man page Source code
prep_w_mat Man page Source code
print.HK2_decomposition Man page Source code
ridge_fit Man page Source code
spline_cate Man page Source code
summary.APO_dml Man page Source code
summary.ATE_dml Man page Source code
summary.DML_partial_linear Man page Source code
summary.HK2_decomposition Man page Source code
summary.HK_decomposition Man page Source code
summary.plasso Man page Source code
treatment_aggregation_mapping Source code
MCKnaus/causalDML documentation built on June 11, 2025, 12:30 a.m.