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    Robust Estimation of Variance Components with Application in Global Positioning System Network Adjustment

    Source: Journal of Surveying Engineering:;2005:;Volume ( 131 ):;issue: 004
    Author:
    Yuan-xi Yang
    ,
    Tian-he Xu
    ,
    Li-jie Song
    DOI: 10.1061/(ASCE)0733-9453(2005)131:4(107)
    Publisher: American Society of Civil Engineers
    Abstract: A robust strategy for controlling the influence of outliers on model parameters and variance components is proposed based on the principle of robust M estimation. The robust estimators for parameters and variance components are derived. A practical robust estimator similar to Helmert’s one for maximum likelihood estimation is obtained. The robustness and efficiency of the new robust estimation procedure is demonstrated and compared with those of the classical least squares method by applying a practical global positioning system network in China.
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      Robust Estimation of Variance Components with Application in Global Positioning System Network Adjustment

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    http://yetl.yabesh.ir/yetl1/handle/yetl/35937
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    contributor authorYuan-xi Yang
    contributor authorTian-he Xu
    contributor authorLi-jie Song
    date accessioned2017-05-08T21:01:43Z
    date available2017-05-08T21:01:43Z
    date copyrightNovember 2005
    date issued2005
    identifier other%28asce%290733-9453%282005%29131%3A4%28107%29.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/35937
    description abstractA robust strategy for controlling the influence of outliers on model parameters and variance components is proposed based on the principle of robust M estimation. The robust estimators for parameters and variance components are derived. A practical robust estimator similar to Helmert’s one for maximum likelihood estimation is obtained. The robustness and efficiency of the new robust estimation procedure is demonstrated and compared with those of the classical least squares method by applying a practical global positioning system network in China.
    publisherAmerican Society of Civil Engineers
    titleRobust Estimation of Variance Components with Application in Global Positioning System Network Adjustment
    typeJournal Paper
    journal volume131
    journal issue4
    journal titleJournal of Surveying Engineering
    identifier doi10.1061/(ASCE)0733-9453(2005)131:4(107)
    treeJournal of Surveying Engineering:;2005:;Volume ( 131 ):;issue: 004
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
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