Improved estimation via model selection method for semimartingale regressions based on discrete data

Evgeny A. Pchelintsev, Serguei M. Pergamenshchikov, Maria A. Povzun

We consider the robust adaptive nonparametric estimation problem for a periodic function observed in the framework of a continuous time regression model with semimartingale noises.