SURE shrinkage of Gaussian paths and signal identification

Nicolas Privault, Anthony Réveillac

Using integration by parts on Gaussian space we construct a Stein Unbiased Risk Estimator (SURE) for the drift of Gaussian processes using their local and occupation times. By almo…