Functional local linear relative regression

Abstract

In this contribution we present a new estimator of the regression operator of a scalar response variable given a functional explanatory variable. The last is built by limiting the mean squared relative error of the local linear regression operator. As asymptotic results, we prove the punctual and the uniform almost complete convergence with speed of this estimator.