Электронная библиотека (репозиторий) Томского государственного университета
непараметрическая регрессия | Pergamenshchikov, Serguei M.

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Source: Advances in electrical and electronic engineering. 2019. Vol. 17, № 3. P. 270-274
Type: статьи в журналах
Date: 2019
Description: In this paper, we consider the problem of robust adaptive efficient estimating a periodic signal observed in the transmission channel with the dependent noise defined by non-Gaussian Ornstein-Uhlenbec ... More
Source: Вестник Томского государственного университета. Математика и механика. 2019. № 58. С. 14-31
Type: статьи в журналах
Date: 2019
Description: 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 square integrable sem ... More
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
Source: 31st European modeling and simulation symposium (EMSS 2019) : held at the International Multidisciplinary Modeling and Simulation Multiconference (I3M 2019), Lisbon, Portugal, 18-20 September 2019. Rende, 2019. С. 90-95
Type: статьи в сборниках
Date: 2019
Description: The paper considers the problem of robust adaptive
Source: Statistical inference for stochastic processes. 2018. Vol. 21, № 2. P. 469-483
Type: статьи в журналах
Date: 2018
Description: This paper is a survey of recent results on the adaptive robust non parametric methods for the continuous time regression model with the semi - martingale noises with jumps. The noises are modeled by ... More
Source: Международная научная конференция "Робастная статистика и финансовая математика - 2017" (03-05 июля 2017 г.) : сборник статей. Томск, 2017. С. 24-29
Type: статьи в сборниках
Date: 2017
Source: Вестник Томского государственного университета. Математика и механика. 2009. № 3. С. 23-41
Type: статьи в журналах
Date: 2009
Description: This paper considers the problem of estimating a periodic function in a continuoustime regression model with a general square integrable semimartingale noise. Amodel selection adaptive procedure is pr ... More
Source: Вестник Томского государственного университета. Математика и механика. 2009. № 4. С. 31-45
Type: статьи в журналах
Date: 2009
Description: In this paper we prove the asymptotic efficiency of the model selection procedure proposed by the authors in [1]. To this end we introduce the robust risk as the least upper bound of the quadratical r ... More
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