Adaptive nonparametric drift estimation for diffusion processes using Faber-Schauder expansions

Frank van der Meulen, Moritz Schauer, Jan van Waaij

We consider the problem of nonparametric estimation of the drift of a continuously observed one-dimensional diffusion with periodic drift. Motivated by computational considerations…