On using nonparametric approaches for precipitation estimation

Abstract

Nonparametric density estimation methods have been used for precipitation estimation for decades. The new approach for estimating the density proposed recently by Geenens and Wang appears to offer advantages over them as far as their behavior in the tail is concerned. Real data analyses presented in this paper confirm the usefulness of this new approach for precipitation modelling.