LARGE SAMPLE AND ROBUST PROPERTIES OF L^2-MEDIAN
Xie Tianfa1; Li Guoying2
刊名系统科学与复杂性:英文版
2010
卷号000期号:006页码:1133-1142
关键词中位数 鲁棒性能 大样本 强相合性 弱条件 稳健性 崩溃点 诱导
ISSN号1009-6124
其他题名LARGE SAMPLE AND ROBUST PROPERTIES OF L^2-MEDIAN
英文摘要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.
语种中文
CSCD记录号CSCD:4077088
内容类型期刊论文
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/54228]  
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. LARGE SAMPLE AND ROBUST PROPERTIES OF L^2-MEDIAN[J]. 系统科学与复杂性:英文版,2010,000(006):1133-1142.
APA Xie Tianfa,&Li Guoying.(2010).LARGE SAMPLE AND ROBUST PROPERTIES OF L^2-MEDIAN.系统科学与复杂性:英文版,000(006),1133-1142.
MLA Xie Tianfa,et al."LARGE SAMPLE AND ROBUST PROPERTIES OF L^2-MEDIAN".系统科学与复杂性:英文版 000.006(2010):1133-1142.
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