On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression Estimators

Zejian Liu, Meng Li

We study the problem of estimating the derivatives of a regression function, which has a wide range of applications as a key nonparametric functional of unknown functions. Standard…