Bootstrapping and Sample Splitting For High-Dimensional, Assumption-Free Inference

Alessandro Rinaldo, Larry Wasserman, Max G'Sell +1

Several new methods have been proposed for performing valid inference after model selection. An older method is sampling splitting: use part of the data for model selection and par…