Before revision:  Empirical applications illustrate the use of the approach  .
After revision:  Empirical applications illustrate the use of the approach in randomized experiments. An additional application to the impact of the gender discrimination on wages illustrates the potential use of the approach in observational studies, where machine learning methods can be used to condition flexibly on very high-dimensional controls .