On adaptive optimal prediction of Ornstein-Uhlenbeck process

Abstract

This paper suggests predictors for the Ornstein-Uhlenbeck process based on the truncated estimators of parameters. For these estimators there are established the asymptotic and non-asymptotic properties with guaranteed accuracy. Strong consistency of the obtained estimators is proved. There are investigated asymptotic properties of the predictors and shown their optimality