This article is cited 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.

PACS: 89.20.Ff

Presented by the member of Editorial Board: V. A. Lototskii

Received: 06.08.2004

 English version: Automation and Remote Control, 2007, 68:4, 645–656

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