Superoptimal Rate of Convergence in Nonparametric Estimation for Functional Valued Processes

摘要

We consider the nonparametric estimation of the generalised regression function for continuous time processes with irregular paths when the regressor takes values in a semimetric space. We establish the mean-square convergence of our estimator with the same superoptimal rate as when the regressor is real valued.