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3 papers
Robust adaptive efficient estimation for a semi-Markov continuous time regression from discrete data
Vlad Stefan Barbu, Slim Beltaief, Serguei Pergamenshchikov
In this article we consider the nonparametric robust estimation problem for regression models in continuous time with semi-Markov noises observed in discrete time moments. An adapt…
Model selection for the robust efficient signal processing observed with small Lévy noise
Slim Beltaief, Oleg Chernoyarov, Serguei Pergamenchtchikov
We develop a new model selection method for the adaptive robust efficient nonparametric signal estimation observed with impulse noise which is defined by the general non Gaussian L…
Robust adaptive efficient estimation for semi-Markov nonparametric regression models
Vlad Barbu, Slim Beltaif, Serguei Pergamenchtchikov
We consider the nonparametric robust estimation problem for regression models in continuous time with semi-Markov noises. An adaptive model selection procedure is proposed. Under g…