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《Chinese Journal of Engineering Mathematics》 2005-03
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Universal Penalized Least Squares Estimation for Semiparametric Regression Models

HU Hong-chang (College of Mathematics and Statistics, Wuhan University, Wuhan 430072; Department of Mathematics, Hubei Normal University, Hangshi 435002 )  
First, the universal penalized least squares method is given in this paper. Using the method, the semiparametric regression model is considered, and the estimators of parameter and non-parameter are obtained. Then, the universal penalized least squares estimators are compared with penalized least squares estimators. At last, the validity of the method is illuminated by simulating examples.
【Fund】: 国家自然科学基金(40274005) 湖北省教育厅重大基金项目(2004Z001).
【CateGory Index】: O212
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【References】
Chinese Journal Full-text Database 2 Hits
1 HU Hong-chang, XU Kan, CHEN Qin (Department of Mathematics, Hubei Normal University, Huangshi Hubei 435002);Weak Consistency of Quasi-maximum Likelihood Estimators in a Semiparametric Regression Model[J];Chinese Journal of Engineering Mathematics;2008-06
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【Citations】
Chinese Journal Full-text Database 1 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
【Co-citations】
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 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
5 WANG Xuanqing LI Keding(Shanghai Geo-fechnical Engineering Defetion Center,Shanghai 200072);Refining the remained systematic error in GPS signal using semiparamatric model[J];Shanghai Geology;2007-04
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Su Weimin Sun Hongbo Gu Hong Liu Guosui (Research Center of Electronic Engineering and Technology Nanjing University of Science and Technology, Nanjing, 210094);GROUND CLUTTER MODELS AND SIMULATION FOR TWO TYPES OF AIRBORNE RADARS[J];Acta Armamentarii;2002-03
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3 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
4 PAN Xiong SUN Hai-yan (School of Geodesy and Geo-matics, Wuhan University, Wuhan 430079; Department of Mathematics and Physical , Wuhan Polytechnic University, Wuhan 430023);Two stage estimation of parameter for semiparametric survey ad-justment models[J];Science of Surveying and Mapping;2004-03
5 PAN Xiong ①②,FU Zong-tang①(①Department of land Science,China University of Geosciences,Beijing,100083;②Department of Mathematics and Physical,Wuhan Polytechnic University,Wuhan 430023);Two-step estimation of parameters for semi-parametric adjustment models[J];Science of Surveying and Mapping;2006-05
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7 YE Ji-min1 ZHANG Xian-da2 JIN Hai-hong (1. Key Lab for Radar Signal Processing & School of Science, Xidian Univ., Xi′an Shaanxi 710071, China;2. Department of Automation, Tsinghua Univ., Beijing 100084, China;3. School of Science, Xi′an petroleum Institute, Xi′an Shaanxi 710065, China);Semi-parametric statistical approach for overdetermined blind source separation[J];Chinese Journal of Radio Science;2006-03
8 Ding Shijun and Tao Benzao(School of Geodesy and Geomatics, Wuhan University, Wuhan 430079);KERNEL SMOOTHING ESTIMATE OF SEMIPARAMETRICMODEL AND SIMULATION ANALYSIS[J];Crustal Deformation and Earthquake;2004-04
9 Zhang Songlin1),Zhang Kun2) and Wang Xinzhou3)1)Department of Surveying and Geomatics, Tongji University, Shanghai 2000922)Key Laboratory of Geographic Information Science, School of Resources and Environment Science, East China Normal University,Shanghai 2000623)Hazard Monitoring and Prevention Research Center, Wuhan University, Wuhan 430079;STATISTIC CHARACTERISTICS OF PARAMETRIC COMPONENTS OF LEAST-SQUARE KERNEL ESTIMATOR OF NON-LINEAR SEMIPARAMETRIC MODEL[J];Journal of Geodesy and Geodynamics;2007-01
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Chinese Journal Full-text Database 4 Hits
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