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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