Man pages for ddml
Double/Debiased Machine Learning
| AE98 | Random subsample from the data of Angrist & Evans (1991). |
| crosspred | Cross-Predictions using Stacking. |
| crossval | Estimator of the Mean Squared Prediction Error using... |
| ddml | ddml: Double/Debiased Machine Learning in R |
| ddml_ate | 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_plm | Print Methods for Treatment Effect Estimators. |
| shortstacking | Predictions using Short-Stacking. |
| summary.ddml_ate | Inference Methods for Treatment Effect Estimators. |
| summary.ddml_plm | Inference Methods for Partially Linear Estimators. |
