Function reference
-
ddml_plm()
- Estimator for the Partially Linear Model.
-
ddml_ate()
ddml_att()
- Estimators of Average Treatment Effects.
-
ddml_pliv()
- Estimator for the Partially Linear IV Model.
-
ddml_fpliv()
- Estimator for the Flexible Partially Linear IV Model.
-
ddml_late()
- Estimator of the Local Average Treatment Effect.
-
summary(<ddml_ate>)
summary(<ddml_att>)
summary(<ddml_late>)
- Inference Methods for Treatment Effect Estimators.
-
summary(<ddml_fpliv>)
summary(<ddml_pliv>)
summary(<ddml_plm>)
- Inference Methods for Partially Linear Estimators.
-
ols()
- Ordinary least squares.
-
mdl_glmnet()
- Wrapper for
glmnet::glmnet()
.
-
mdl_ranger()
- Wrapper for
ranger::ranger()
.
-
mdl_xgboost()
- Wrapper for
xgboost::xgboost()
.
-
crossval()
- Estimator of the Mean Squared Prediction Error using Cross-Validation.
-
crosspred()
- Cross-Predictions using Stacking.
-
shortstacking()
- Predictions using Short-Stacking.
-
AE98
- Random subsample from the data of Angrist & Evans (1991).