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Strong convergence rate of the least median absolute estimator in linear regression models
Ip, WC ; Yang, Y ; Kwan, PYK ; Kwan, YK
2003
关键词linear regression median absolute deviation strong convergence rate GENERALIZED S-ESTIMATORS ASYMPTOTICS
英文摘要We propose a least median of absolute (LMA) estimator for a linear regression model, based on minimizing the median absolute deviation of the residuals. Under some regularity conditions on the design points and disturbances, the strong convergence rate of the LMA estimator is established.; Statistics & Probability; SCI(E); 0; ARTICLE; 2; 183-201; 44
语种英语
出处SCI
出版者statistical papers
内容类型其他
源URL[http://hdl.handle.net/20.500.11897/256021]  
专题数学科学学院
推荐引用方式
GB/T 7714
Ip, WC,Yang, Y,Kwan, PYK,et al. Strong convergence rate of the least median absolute estimator in linear regression models. 2003-01-01.
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