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math.ST2019
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.
math.ST2018
Adaptive model selection method for a conditionally Gaussian semimartingale regression in continuous time
Evgeny Pchelintsev, Serguei Pergamenshchikov
This paper considers the problem of robust adaptive efficient estimating of a periodic function in a continuous time regression model with the dependent noises given by a general s…