%0 Journal Article
%T APPLICATION OF L-CURVE METHOD TO EQUIVALENT WEIGHT ROBUST RIDGE ESTIMAION MODEL
L曲线法在等价权抗差岭估计模型中的应用
%A Wang Bin
%A Gao Jingxiang
%A Liu Chao
%A Wang Jian
%A Zhou Feng
%A
王彬
%A 高井祥
%A 刘超
%A 王坚
%A 周锋
%J 大地测量与地球动力学
%D 2012
%I
%X An equivalent weight robust ridge estimation model is derived according to the idea of robust estimation for correlated observations,and then the L-curve method is introduced to this model for the solution of ridge parameters.In the iterative process,equivalent weight matrix may be non positive definite so it can not be unitized through classical Cholesky decomposition.According to the characteristic of bifactor model,an algorithm of equivalent weight matrix decomposition is proposed to solve this problem,then the L-curve method can be successfully used in this process.The calculated example manifests that this model can effectively eliminate the influence of coefficient matrix’s morbidity and gross errors.
%K robust ridge estimation
%K L-curve method
%K ridge parameter
%K bifactor model
%K equivalent weight matrix decomposition
抗差岭估计
%K L曲线法
%K 岭参数
%K 双因子模型
%K 等价权阵分解
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=E62459D214FD64A3C8082E4ED1ABABED5711027BBBDDD35B&cid=DA72A78627FE64EAA572951EA05D274A&jid=73A1A428591E600EF664B596512A2997&aid=B39D47F72CB13A76B2485C75ABAE2E56&yid=99E9153A83D4CB11&vid=9971A5E270697F23&iid=38B194292C032A66&sid=C3BF5C58156BEDF0&eid=74011071555EB4E5&journal_id=1671-5942&journal_name=大地测量与地球动力学&referenced_num=0&reference_num=11