Strong consistency of nearest neighbor kernel regression estimation for stationary dependent samples

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	Strong consistency of nearest neighbor kernel regression estimation for stationary dependent samples
	Lu, ZD ; Cheng, P
	1998-09-01
发表期刊	SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY
ISSN	1006-9283
卷号	41 期号:9 页码:918-926
摘要	Under quite mild conditions on K-n, the strong consistency is proved for the nearest neighbor density, the nearest neighbor kernel regression and the modified nearest neighbor kernel regression of an alpha-mixing stationary sequence in time series context. The condition imposed on the mixing coefficients is [GRAPHICS] which is simple and weak.
关键词	alpha-mixing stationary sequence nearest neighbor density nearest neighbor kernel regression modified nearest neighbor kernel regression strong consistency nonlinear time series
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied ; Mathematics
WOS记录号	WOS:000076532600003
出版者	SCIENCE PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/13569
专题	中国科学院数学与系统科学研究院
通讯作者	Lu, ZD
作者单位	1.Univ Catholique Louvain, Inst Stat, Louvain, Belgium 2.Chinese Acad Sci, Inst Syst Sci, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Lu, ZD,Cheng, P. Strong consistency of nearest neighbor kernel regression estimation for stationary dependent samples[J]. SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY,1998,41(9):918-926.
APA	Lu, ZD,&Cheng, P.(1998).Strong consistency of nearest neighbor kernel regression estimation for stationary dependent samples.SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY,41(9),918-926.
MLA	Lu, ZD,et al."Strong consistency of nearest neighbor kernel regression estimation for stationary dependent samples".SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY 41.9(1998):918-926.