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Avtomatika i Telemekhanika, 2007, Issue 4, Pages 79–91
(Mi at971)
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This article is cited in 1 scientific paper (total in 1 paper)
Adaptive and Robust Systems
The iteration method of data censoring in the regression estimation problem
E. S. Kirik Institute of Computational Modeling, Siberian Branch, Russian Academy of Sciences, Krasnoyarsk, Russia
Abstract:
A robust analog of the Nadaraya–Watson regression estimate is considered. A solution is obtained in the class of censor algorithms. A criterion and iteration procedure for determining a censored sample are proposed. The criterion is based on the analysis of residuals (errors) of estimation.
Citation:
E. S. Kirik, “The iteration method of data censoring in the regression estimation problem”, Avtomat. i Telemekh., 2007, no. 4, 79–91; Autom. Remote Control, 68:4 (2007), 645–656
Linking options:
https://www.mathnet.ru/eng/at971 https://www.mathnet.ru/eng/at/y2007/i4/p79
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Statistics & downloads: |
Abstract page: | 244 | Full-text PDF : | 72 | References: | 33 | First page: | 1 |
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