Электронная библиотека (репозиторий) Томского государственного университета
Pergamenshchikov, Serguei M. | Pchelintsev, Valeriy A.

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Add   Improved robust model selection methods for a Lévy nonparametric regression in continuous time
Authors: Pchelintsev, Evgeny A. | Pchelintsev, Valeriy A. | Pergamenshchikov, Serguei M.
Source: Journal of nonparametric statistics. 2019. Vol. 31, № 3. P. 612-628
Type: статьи в журналах
Date: 2019
Description: In this paper, we develop the James–Stein improved method for the estimation problem of a nonparametric periodic function observed with Lévy noises in continuous time. An adaptive model selection proc ... More
Add   Non asymptotic sharp oracle inequalities for the improved model selection procedures for the adaptive nonparametric signal estimation problem
Authors: Pchelintsev, Evgeny A. | Pchelintsev, Valeriy A. | Pergamenshchikov, Serguei M.
Source: Communications - scientific letters of the University of Zilina. 2018. Vol. 20, № 1. P. 73-77
Type: статьи в журналах
Date: 2018
Description: In this paper, we consider the robust adaptive non parametric estimation problem for the periodic function observed with the Levy noises in continuous time. An adaptive model selection procedure, base ... More
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