Non-Parametric Inference Adaptive to Intrinsic Dimension

Khashayar Khosravi, Greg Lewis, Vasilis Syrgkanis

We consider non-parametric estimation and inference of conditional moment models in high dimensions. We show that even when the dimension $D$ of the conditioning variable is larger…