AE98 |
Random subsample from the data of Angrist & Evans (1991). |
crosspred |
Cross-Predictions using Stacking. |
crossval |
Estimator of the Mean Squared Prediction Error using Cross-Validation. |
ddml |
ddml: Double/Debiased Machine Learning in R |
ddml_ate |
Estimators of Average Treatment Effects. |
ddml_att |
Estimators of Average Treatment Effects. |
ddml_fpliv |
Estimator for the Flexible Partially Linear IV Model. |
ddml_late |
Estimator of the Local Average Treatment Effect. |
ddml_pliv |
Estimator for the Partially Linear IV Model. |
ddml_plm |
Estimator for the Partially Linear Model. |
mdl_glm |
Wrapper for 'stats::glm()'. |
mdl_glmnet |
Wrapper for 'glmnet::glmnet()'. |
mdl_ranger |
Wrapper for 'ranger::ranger()'. |
mdl_xgboost |
Wrapper for 'xgboost::xgboost()'. |
ols |
Ordinary least squares. |
print.summary.ddml_ate |
Print Methods for Treatment Effect Estimators. |
print.summary.ddml_att |
Print Methods for Treatment Effect Estimators. |
print.summary.ddml_fpliv |
Print Methods for Treatment Effect Estimators. |
print.summary.ddml_late |
Print Methods for Treatment Effect Estimators. |
print.summary.ddml_pliv |
Print Methods for Treatment Effect Estimators. |
print.summary.ddml_plm |
Print Methods for Treatment Effect Estimators. |
shortstacking |
Predictions using Short-Stacking. |
summary.ddml_ate |
Inference Methods for Treatment Effect Estimators. |
summary.ddml_att |
Inference Methods for Treatment Effect Estimators. |
summary.ddml_fpliv |
Inference Methods for Partially Linear Estimators. |
summary.ddml_late |
Inference Methods for Treatment Effect Estimators. |
summary.ddml_pliv |
Inference Methods for Partially Linear Estimators. |
summary.ddml_plm |
Inference Methods for Partially Linear Estimators. |