Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Crustal Deformation and Earthquake》 2004-04
Add to Favorite Get Latest Update

KERNEL SMOOTHING ESTIMATE OF SEMIPARAMETRICMODEL AND SIMULATION ANALYSIS

Ding Shijun and Tao Benzao(School of Geodesy and Geomatics, Wuhan University, Wuhan 430079)  
Two methods of kernel smoothing in semiparametric regression model are studied that one is related to partial kernel smoothing and the other to partial residual.The window parameter is choiced by use of generalized cross-validation function for kernel estimate. Finally,the comparison between calculating kernel smoothing and spline smoothing demonstrates that this method can be used to estimate model error for regression function or systematic error in surveying.
【Fund】: 国家自然科学基金项目 (4 60 2 740 0 5 )
【CateGory Index】: P207
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 2 Hits
1 Zhang Songlin1) and Zhang Kun2) 1)Department of Surveying and Geomatics, Tongji University, Shanghai 200092 2)Key Laboratory of Geographic Information Science, School of Resources and Environment Science, East China Normal University, Shanghai 200062;DIRECT ESTIMATION FORMULAE OF LEAST-SQUARE KERNEL ESTIMATOR OF NONLINEAR SEMIPARAMETRIC MODELS[J];Journal of Geodesy and Geodynamics;2006-02
2 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
【Citations】
Chinese Journal Full-text Database 2 Hits
1 DING Shi-jun, TAO Ben-zao;Nonparametric Regression Model with Natural Spline and Simulation Analysis[J];Bulletin of Surveying and Mapping;2004-01
2 Ding Shijun and Tao Benzao (School of Geodesy and Geomatics of Wuhan University,Wuhan 430079);SEMIPARAMETRIC REGRESSION AND ADJUSTMENT MODELS[J];Crustal Deformation and Earthquake;2003-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 SU Yan (Department of Applied Mathematics, North China Electric Power University, Baoding 071003, China);The Action of Statistical Inference in Scientific Discovery and the Confirmation of Statistical Model[J];Journal of Baoding Teachers College;2004-04
2 Jin Jiao Cui Hengjian(School of Mathematical Sciences,Statistical Data Analysis Laboratory: Beijing Normal University,100875,Beijing,China);PARAMETRIC ESTIMATION BASED ON ROBUST SCATTER MATRIX IN SEMIPARAMETRIC REGRESSION MODEL[J];Journal of Beijing Normal University(Natural Science);2006-03
3 PAN Xiong1,LIU Li-long2,CHEN Gang1,TIAN Yu-gang1(1 Faculty of Information Engineering,China University of Geosciences,Wuhan 430074,China;2.Department of Civil Engineering,Guilin University of Technology,Guilin 541004,China);Accuracy evaluation of estimators in semiparametric adjustment model[J];Engineering of Surveying and Mapping;2008-06
4 ZHANG Song-lin,WANG Xin-zhou(School of ceodesy and ge-omaics, Wuhan Uniersity, Wuhan, 430079);Application of non-linear semiparametric models in GPS systemat-ic error psoussing[J];Science of Surveying and Mapping;2004-03
5 DING Shi-jun,TAO Ben-zao(School of Geodesy and Geomation,Wuhan University,Huban 430079);Semiparametric model and appliation of deformation analysis[J];Science of Surveying and Mapping;2004-05
6 ZHANG Kun~(①),ZHANG Song-lin~(②),WANG Xin-zhou~(③)(①Key Laboratory of Geographic Information Science,School of Resources and Environment Science,East China Normal University,Shanghai 200062,China;②Department of Surveying and Geomatics,Tongji University,Shanghai 200092,China;③Hazard Monitoring and Prevention Research Center,Wuhan University,Wuhan 430079,China);Nonsingularity of coefficient matrix of normal equation in least-square estimator of non-linear semiparametric models[J];Science of Surveying and Mapping;2006-06
7 WU You-ping①,PENG Jun-huan②,LU Tie-ding③(①Nanchang University College of Science and Technology,Jiangxi Nanchang,330029;②Department of Surveying Engineering,Land Science and Technology Institute,China University of GeoSciences,Beijing 100083;③Earth Sciences and Institute of Surveying and Mapping,East China Institute of Technology,Jiangxi Fuzhou 344000,China);The efficiency of semi-parameter estimation compared with the LS estimation[J];Science of Surveying and Mapping;2009-01
8 WU You-ping①,LI Yun-sheng①,PENG Jun-huan②①Nanchang University College of Science and Technology,Jiangxi Nanchang 330029,China;②Department of Land Science and Technology,China University of Technology,Beijing 100083,China);Study and comparison of semi-regression model of additional system parameters[J];Science of Surveying and Mapping;2009-03
9 DING Shi-jun, TAO Ben-zao;Nonparametric Regression Model with Natural Spline and Simulation Analysis[J];Bulletin of Surveying and Mapping;2004-01
10 ZHANG Song-lin,WANG Xin-zhou;Semiparametric Estimating Technique for Non-linear Models[J];Bulletin of Surveying and Mapping;2004-11
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhu Jianjun (Central South University of Technology, Chang Sha, 410083);A new Criterion for Robustness and the Corresponding Robust Estimate[J];Engineering of Surveying and Mapping;1996-04
2 GUI Qingming (Zheng Zhou Institute of Surveying and Mapping, Zheng Zhou, 450052);A New Selection Method For Ridge Parameter[J];Engineering of Surveying and Mapping;1997-01
3 SUI Li-fen, TAO Da-xin (Information Engineering University, Zhengzhou 450052, China);Various Adjustment Methods of Unknown Parameters with Prior Information and Its Comparison[J];Engineering of Surveying and Mapping;2001-04
4 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
5 LIU Jing nan,YAO Yi bin,SHI Chuang(Wuhan University,129 Luoyu Road,Wuhan,China,430079);Theory Research on Robustified Least Squares Estimator based on Equivalent Variance-Covariance[J];DEVELOPMENTS IN SURVEYING AND MAPPING;2000-03
6 ZHANG Song-lin,WANG Xin-zhou(School of ceodesy and ge-omaics, Wuhan Uniersity, Wuhan, 430079);Application of non-linear semiparametric models in GPS systemat-ic error psoussing[J];Science of Surveying and Mapping;2004-03
7 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
8 DING Shi-jun,TAO Ben-zao(School of Geodesy and Geomation,Wuhan University,Huban 430079);Semiparametric model and appliation of deformation analysis[J];Science of Surveying and Mapping;2004-05
9 DING Shi-jun~①,JIN Xiang-sheng~②(①School of Geodesy and Geomatics,Hubei,Wuhan 430079;②Yellow River Conservancy Technical Institute,Henan,Kaifeng,475000);Solution properties of Ill-posed problem in adjustment and resolution of regularization parameter[J];Science of Surveying and Mapping;2006-02
10 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
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 WANG Jia-bang1 WU You-ping1 XIA Yuan-ping1 TUO Li-wen2 1.Department of Civil Engineering,Guilin University of Technology,Guilin,Guangxi,541004; 2. Armed Police Force 3rd detachment 4th squadrons gold,Haerbin,Heilongjiang,150086;Selection of M-estimated Weight Functions and Robust Comparison[J];Beijing Surveying and Mapping;2008-01
2 ZHANG Kun~(①),ZHANG Song-lin~(②),WANG Xin-zhou~(③)(①Key Laboratory of Geographic Information Science,School of Resources and Environment Science,East China Normal University,Shanghai 200062,China;②Department of Surveying and Geomatics,Tongji University,Shanghai 200092,China;③Hazard Monitoring and Prevention Research Center,Wuhan University,Wuhan 430079,China);Nonsingularity of coefficient matrix of normal equation in least-square estimator of non-linear semiparametric models[J];Science of Surveying and Mapping;2006-06
3 WU You-ping①,PENG Jun-huan②,LU Tie-ding③(①Nanchang University College of Science and Technology,Jiangxi Nanchang,330029;②Department of Surveying Engineering,Land Science and Technology Institute,China University of GeoSciences,Beijing 100083;③Earth Sciences and Institute of Surveying and Mapping,East China Institute of Technology,Jiangxi Fuzhou 344000,China);The efficiency of semi-parameter estimation compared with the LS estimation[J];Science of Surveying and Mapping;2009-01
4 Wu YouPing1,Le HuiZhi2,Xia YuanPing1,Tian HaiTao1,Li HaiWen1(1.Guilin University of Technology,Guilin 541004,China;2.Yunnan zhongda yanjin electricity generation limited company,Zhaotong 657503,China);Resistance of Corvee Estimate Decides the Power Method and with the other Mean Resistance of Corvee Effect Comparison Research[J];Urban Geotechnical Investigation & Surveying;2007-03
5 Zhang Songlin1),Zhang Kun2)and W ang X inzhou3) 1)Departm ent ofSurveying and Geomatics,Tongji University,Shanghai 200092 2)Key Laboratory ofGeographic Information Science,School ofResources and Environm ent Science,East China Normal University,Shanghai 200062 3)HazardMonitoring and Prevention Research Center,Wuhan University,Wuhan 430079;COMPARISON BETWEEN LINEAR VECTOR SEMIPARAMETRIC MODEL AND SCALE SEMIPARAMETRIC MODEL UNDER LEAST-SQUARES PRINCIPLE[J];Journal of Geodesy and Geodynamics;2006-04
6 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
7 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
8 Le Kejun,Qiu Bin and Zhu Jianjun(School of Info-Physics and Geomatics Engineering of Central South University,Changsha 410083);SEMI-PARAMETRIC REGRESSION MODEL CONSTRAINED WITH PRIORI INFORMATION AND ITS VIRTUAL OBSERVATIONS SOLUTION[J];Journal of Geodesy and Geodynamics;2008-06
9 ZHAO De-Yong,WANG Zheng-Ming(1.Department of Mathematics and System Science,National University of Defense Technology,Changsha,Hunan 410073 China;2.Department of Management Engineering,Ordnance Engineering College,Shijiazhuang,Hebei 050003,China);Satellite Combined Orbit Determination Parameterized Fusion Model[J];Acta Electronica Sinica;2008-12
10 Liu Shuang,Zhang Songlin and Tong Xiaohua(Department of Surveying and Geomatics,Tongji University,Shanghai 200092);RESEACH ON APPLICATION OF SEMIPARAMETRIC MODEL IN SYSTEMATIC ERROR[J];Journal of Geodesy and Geodynamics;2009-04
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Chen Changsheng,Xu Yonyoung,Xia Jielai,Dept.of Health Statistics,The Fourth Military Medical University(710032),Xi'an;Semiparametric Regression Model with Simulation[J];Chinese Journal of Health Statistics;2001-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved