DML estimator for continuous treatments using cross-fitting.
Usage
est_via_dml(obj, ...)
# S3 method for class 'observational'
est_via_dml(
obj,
outcome_model = NULL,
treatment_model = NULL,
k_folds = 2,
...
)
Arguments
- obj
An observational object.
- ...
Additional arguments passed to methods.
- outcome_model
Model wrapper for Y ~ X. Default uses OLS.
- treatment_model
Model wrapper for Z ~ X. Default uses OLS.
- k_folds
Number of cross-fitting folds. Default 2.
Value
A cm_result object.