Functional Partial Least-Squares: Adaptive Estimation and Inference

Andrii Babii, Marine Carrasco, Idriss Tsafack

We study the functional linear regression model with a scalar response and a Hilbert space-valued predictor, a canonical example of an ill-posed inverse problem. We show that the f…