On Lasso estimator for the drift function in diffusion models

Gabriela Ciolek, Dmytro Marushkevych, Mark Podolskij

In this paper we study the properties of the Lasso estimator of the drift component in the diffusion setting. More specifically, we consider a multivariate parametric diffusion mod…