KMS Of Academy of mathematics and systems sciences, CAS
largesampleandrobustpropertiesofl2median | |
Xie Tianfa1; Li Guoying2 | |
2010 | |
发表期刊 | journalofsystemsscienceandcomplexity |
ISSN | 1009-6124 |
卷号 | 000期号:006页码:1133 |
摘要 | As a competitive depth, L^2-depth is modified from L^2-depth. Its induced median is called L^2-median. Basic properties of the median and its sample version are provided. Especially, the strong consistency of sample median is gained under weaker condition. Robustness of the median and its sample version is discussed. Besides ease of computation, it is shown that L^2-median has both good large-sample and robust properties. Simulation studies are also given to compare the breakdown point of L^2-median with that of other depth-induced medians. |
语种 | 英语 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.amss.ac.cn/handle/2S8OKBNM/42979 |
专题 | 中国科学院数学与系统科学研究院 |
作者单位 | 1.北京工业大学 2.中国科学院数学与系统科学研究院 |
推荐引用方式 GB/T 7714 | Xie Tianfa,Li Guoying. largesampleandrobustpropertiesofl2median[J]. journalofsystemsscienceandcomplexity,2010,000(006):1133. |
APA | Xie Tianfa,&Li Guoying.(2010).largesampleandrobustpropertiesofl2median.journalofsystemsscienceandcomplexity,000(006),1133. |
MLA | Xie Tianfa,et al."largesampleandrobustpropertiesofl2median".journalofsystemsscienceandcomplexity 000.006(2010):1133. |
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