• 综合性科技类中文核心期刊
    • 中国科技论文统计源期刊
    • 中国科学引文数据库来源期刊
    • 中国学术期刊文摘数据库(核心版)来源期刊
    • 中国学术期刊综合评价数据库来源期刊
ZHAO Pei-xin, XUE Liu-gen. Robust Estimation for Varying Coefficient Model[J]. Journal of Beijing University of Technology, 2011, 37(2): 302-305,313. DOI: 10.3969/j.issn.0254-0037.2011.02.024
Citation: ZHAO Pei-xin, XUE Liu-gen. Robust Estimation for Varying Coefficient Model[J]. Journal of Beijing University of Technology, 2011, 37(2): 302-305,313. DOI: 10.3969/j.issn.0254-0037.2011.02.024

Robust Estimation for Varying Coefficient Model

More Information
  • Received Date: March 05, 2009
  • Available Online: November 18, 2022
  • 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.
  • Related Articles

    [1]GUO Donglin, XUE Liugen, HU Yuqin. Robust Estimation of Mean in Partially Linear Model With Missing Responses[J]. Journal of Beijing University of Technology, 2017, 43(2): 313-319. DOI: 10.11936/bjutxb2016040017
    [2]WANG Yanyan, LIU Wei, WANG Zhiming. Robust H Control for Uncertain Singular Perturbed Systems With Time Delay[J]. Journal of Beijing University of Technology, 2016, 42(2): 217-222. DOI: 10.11936/bjutxb2014090003
    [3]WEI Ying-zi, LIU Xiao-li. Robust Plane Fitting of Point Clouds Based on RANSAC[J]. Journal of Beijing University of Technology, 2014, 40(3): 400-403. DOI: 10.3969/j.issn.0254-0037.2014.03.014
    [4]LI Yan-bo, LI Bi-rong, YANG Li-ying. Robust Control of Neutral Distributed Parameter Systems With Delay[J]. Journal of Beijing University of Technology, 2012, 38(12): 1848-1852. DOI: 10.3969/j.issn.0254-0037.2012.12.016
    [5]SHAO Hui, HU Wei-shi, LUO Ji-liang. Robust PI Control Method Based on LPV Model[J]. Journal of Beijing University of Technology, 2012, 38(12): 1761-1765. DOI: 10.3969/j.issn.0254-0037.2012.12.001
    [6]ZANG Huai-quan, LI Hui, WANG Zhi-yong. Application of H Robust Control in Improving DFB Laser[J]. Journal of Beijing University of Technology, 2012, 38(7): 1041-1044,1051. DOI: 10.3969/j.issn.0254-0037.2012.07.015
    [7]WANG Wei-da, DING Neng-gen, LIU Hui, LI Hong-cai. Research on the LQG/LTR Robust Control Method of Vehicular DYC[J]. Journal of Beijing University of Technology, 2011, 37(3): 353-360. DOI: 10.3969/j.issn.0254-0037.2011.03.006
    [8]SUN Zhi-meng, ZHANG Sai-yin. An Estimator of Monotone Regression Function With Randomly Right Censored Data[J]. Journal of Beijing University of Technology, 2009, 35(8): 1142-1147. DOI: 10.3969/j.issn.0254-0037.2009.08.023
    [9]CUI Ling-li, GAO Li-xin, ZHANG Jian-yu, XIAO Zhi-quan. Integrated Structure and Control Design for Flexible Manipulator System[J]. Journal of Beijing University of Technology, 2007, 33(8): 791-795. DOI: 10.3969/j.issn.0254-0037.2007.08.002
    [10]Tan Liyang, Weber T W. Robustness of A Biased Estimator with Easily-Tuned Parameters[J]. Journal of Beijing University of Technology, 1994, 20(1): 31-36.

Catalog

    Article views (20) PDF downloads (6) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return