Müller, Hans-Georg; Yao, Fang - In: Biometrika 97 (2010) 4, pp. 791-805
We consider the problem of estimating functional derivatives and gradients in the framework of a regression setting where one observes functional predictors and scalar responses. Derivatives are then defined as functional directional derivatives that indicate how changes in the predictor...