  This paper deals with a nonparametric warped kernel estimator $\widehat b$ of
the drift function computed from independent continuous observations of a
diffusion process. A risk bound on $\widehat b$ is established. The paper also
deals with an extension of the PCO bandwidth selection method for $\widehat b$.
Finally, some numerical experiments are provided.
