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Author:

Zhao, Pei-Xin (Zhao, Pei-Xin.) | Xue, Liu-Gen (Xue, Liu-Gen.) (Scholars:薛留根)

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Abstract:

This paper considers robust estimation of varying coefficient models with emphasis on resistance against outliers. By combining B-splines method with taut string method, a robust estimation procedure is proposed. Based on local quadratic approximation, an iterative algorithm is introduced. Simulation study indicates that the proposed method is robust.

Keyword:

Approximation algorithms Iterative methods Regression analysis Robust control Multivariable systems

Author Community:

  • [ 1 ] [Zhao, Pei-Xin]College of Applied Sciences, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Zhao, Pei-Xin]Department of Mathematics, Hechi University, Yizhou 546300, Guangxi, China
  • [ 3 ] [Xue, Liu-Gen]College of Applied Sciences, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2011

Issue: 2

Volume: 37

Page: 302-305,313

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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