Warped Kernel Estimator for I.I.D. Paths of Diffusion Processes
Abstract
This paper deals with a nonparametric warped kernel estimator b of the drift function computed from independent continuous observations of a diffusion process. A risk bound on b is established. The paper also deals with an extension of the PCO bandwidth selection method for b. Finally, some numerical experiments are provided.
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