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《Journal of Hubei Normal University(Natural Science)》 2002-03
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Robust Estimation in Semiparametric Regression Model

HU Hong chang (Departmant of Mathematics,Hubei Normal University,Hubei Huangshi 435002; School of Geodesy and Geomatics,Wuhan University,Hubei Wuhan 430079)  
In this paper,Consider the semiparametric regression model y i=X T iβ+g(t i)-ε i for i=1,2,...,n The first,β∧ and g∧(t) are derived by using the principle of robust estimation.Then the estimators of the covariance matrix,based on influence function,are derived.
【Fund】: 湖北省教育厅重大项目 2 0 0 1Z0 6 0 0 3
【CateGory Index】: O212.1
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【References】
Chinese Journal Full-text Database 2 Hits
1 HU Hong-chang1,2, SUN Hai-yan1(1. School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China;2. Department of Mathematics, Hubei Normal University, Huangshi 435002, China);Choice of the regular matrix R and smoothing parameter α[J];Engineering of Surveying and Mapping;2003-04
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YU Qian et al (Xingyang City Forestry Bureau,Xingyang,Henan 450100);The Analysis of Partial Least Squares Regression Model on Paulownia Growth and Soil Factors[J];Journal of Anhui Agricultural Sciences;2008-07
2 WANG Xi-juan1,FENG Jing-xiao2 (1. Physical and Electrical Science College, Luoyang Normal University, Luoyang 471022,China;2. Luoyang Mining Machinery Engineering Design Institute, Luoyang 471039,China);Research on the alloy feed regression model based on principal components analysis[J];Ordnance Material Science and Engineering;2008-03
3 WAN Xue ren, WANG Lai fen, XAO Sheng min, YI Fang (The PLA 95856 unit, nanjing 210028, China);Optimization of Regression Methods in Ammunition Property Test[J];Chinese Journal of Explosives & Propellants;2002-04
4 WANG Guang-yan, HU Qi-wei (Dept. of Management Engineering, Shijiazhuang Mechanical Engineering College, Shijiazhuang 050003, China);Statistical Analysis Models for Equipment Battlefield Damage Simulation[J];Ordnance Industry Automation;2006-10
5 Liu Qiang Yin Li (School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Study on an improved recursive partial least-squares modeling approach and application[J];Journal of Beijing University of Aeronautics and Astronautics;2003-07
6 MA XiBo YAN AiXia (College of Life Science and Technology,Beijing University of Chemical Technology,Beijing 100029,China);Prediction of the heat capacity and standard enthalpy of alkylbenzenes using a support vector machine[J];Journal of Beijing University of Chemical Technology(Natural Science Edition);2008-02
7 CAI ZongYuan YAN AiXia (College of Life Science and Technology,Beijing University of Chemical Technology,Beijing 100029,China);Quantitative structure activity relationships in blood brain partitioning[J];Journal of Beijing University of Chemical Technology(Natural Science Edition);2008-03
8 YANG Xu 1, REN Qian 1, HUANG You-zhi 1, ZHAO De-rong 2 (1. School of Chemical Engineering and Materials Science, Beijing Institute of Technology, Beijing100081, China; 2. Qingyang Chemical Plant, Liaoyang, Liaoning 111002, China);On-Line Rapid Measurement of Volatile Ingredients in Propellant Products with the NIR Spectroscopy Method[J];Journal of Beijing Institute of Technology;2002-05
9 BI Lu-zheng~1,WU Ping-dong~1,CHEN Zhi-long~1,HU Pei-cheng~2,Tamai Hirosi~3 (1.School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing100081, China; 2.Health Science Center, Peking University, Beijing100083, China; 3.Psychotechnological Institute of Japan, Tokyo102-0074, Japan);A Study on a Metewand for the Dynamical Characteristics in Psychology[J];Journal of Beijing Institute of Technology;2003-06
10 REN Qian,XIE Guo-ling,DONG Shou-long,HUANG You-zhi(School of Chemical Engineering and Environment, Beijing Institute of Technology, Beijing100081, China);Study of Near-Infrared Spectra for Quantitative Analysis Using OSC-PLS Algorithm[J];Journal of Beijing Institute of Technology;2005-03
【Co-references】
Chinese Journal Full-text Database 3 Hits
1 HU Hong-chang~(①②)(①School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China;②Department of Mathematics,Hubei Normal University,Huangshi 435002,China);Application of penalized least squares estimation in gravimetry[J];Science of Surveying and Mapping;2004-05
2 GUI Qing ming,ZHANG Jian jun,GUO Jian feng (Institute of Surveying and Mapping,Information Engineering University of PLA,Zhengzhou 450052,China);Shrunken Type-Robust Estimation[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;2000-03
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【Secondary References】
Chinese Journal Full-text Database 5 Hits
1 LIU Zhong1,QU Wei2,WANG Shao-min1 (1.Xi'an Institute of Prospecting and Mapping,Xi'an 710048,China;2.School of Geological Engineering and Surveying Engineering,Chang'an University,Xi'an 710054,China);Refining the remained systematic error in GPS single positioning using semiparamatric model[J];Engineering of Surveying and Mapping;2007-05
2 Ding Shijun~(1)),Sun Zhenbing~(2)) and Liu Xing~(3))1)School of Geodesy and Geomatics,Wuhan University,Wuhan 4300792)Shanwei Honghaiwan Economic Development Experimental Zone of Guangdong Province,Shanwei 5166223)School of Civil Engineering,Chongqing University,Chongqing 400045;GENERAL COMPENSATED LEAST SQUARES AND ITS STATISTICAL PROPERTIES[J];Journal of Geodesy and Geodynamics;2006-04
3 Ming Feng1,2) and Chai Hongzhou1)1)Institute of Surveying and Mapping,PLA Information Engineering University,Zhengzhou 4500522)Unit 96301 of PLA,Huaihua 418008;PLATE MOVEMENT PARAMETER DETERMINATION WITH SEMIPARAMETRIC MODEL[J];Journal of Geodesy and Geodynamics;2008-03
4 HU Hong-chang (College of Mathematics and Statistics, Wuhan University, Wuhan 430072; Department of Mathematics, Hubei Normal University, Hangshi 435002 );Universal Penalized Least Squares Estimation for Semiparametric Regression Models[J];Chinese Journal of Engineering Mathematics;2005-03
5 LIU Yun-hang,SONG Li-jie(Institute of Surveying and Mapping,Information Engineering University,Zhengzhou,Henan,450052);Ridge Estimation Method for Ill-Conditioned Semiparametric Regression Model[J];Hydrographic Surveying and Charting;2008-04
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