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引用本文:高宁,崔希民,高彩云,王果,赵万东.????????????????????????????[J].大地测量与地球动力学,2012,32(1):114-117.
作者姓名:高宁  崔希民  高彩云  王果  赵万东
作者单位:1. 中国矿业大学(北京)地球科学与测绘工程学院,北京 100083;河南城建学院测绘与城市空间信息系,平顶山 467044
2. 中国矿业大学(北京)地球科学与测绘工程学院,北京,100083
3. 河南城建学院测绘与城市空间信息系,平顶山,467044
基金项目:国家自然科学基金,国家重点基础研究发展规划(973)项目,教育部新世纪优秀人才支持计划资助项目
摘    要:????????????У????????????д???????????????????????????????????????????????????????????????????e??????????С????????????????????????????????R??????????????????????????????????????????????????????????????????С??????????????б?????????????????????????Ч??????????????д?????????????н?????????????

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SEMIPARAMETRIC COMPENSATION METHOD FOR MODEL ERROR OF DEFORMATION ADJUSTMENT SYSTEM
Gao Ning , Cui Ximin , Gao Caiyun , Wang Guo , Zhao Wandong.SEMIPARAMETRIC COMPENSATION METHOD FOR MODEL ERROR OF DEFORMATION ADJUSTMENT SYSTEM[J].Journal of Geodesy and Geodynamics,2012,32(1):114-117.
Authors:Gao Ning  Cui Ximin  Gao Caiyun  Wang Guo  Zhao Wandong
Institution:1) ( 1)College of Geoscience and Surveying Engineering,CUMT,BeiJing 100083 2)Department of Survey & Urban Spatial Information Engineering,Henan University of Urban Construction, Pingdingshan 467044)
Abstract:In deformation data processing,due to various approximations existing in the process of building model,it is inevitable that the model errors exist in the adjustment system.We discusses some theoretical problems affecting parameters estimation,proposes that model error can be solved with semiparametric penalized least squares and discusses the choice of regular matrix R and smoothing parameter α affecting the forecasted results.Finally,an adjustment problem in dam safety monitoring is used to test the method and the semiparametric model,autoregressive model,grey model and grey wavelet analysis method are compared with each other.The results demostrate that the model errors can be compensated correctly by semiparemetric method.
Keywords:model error  semiparametric  penalized least squares estimation  regular matrix  smoothing parameter
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