Kernel density estimation for spatial processes: the L-1 theory
文献类型：期刊论文
| 作者 | Hallin, M; Lu, ZD; Tran, LT |
| 刊名 | JOURNAL OF MULTIVARIATE ANALYSIS
 |
| 出版日期 | 2004 |
| 卷号 | 88期号:1页码:61-75 |
| 关键词 | bandwidth kernel density estimator L-1 theory spatial linear or nonlinear processes |
| ISSN号 | 0047-259X |
| DOI | 10.1016/S0047-259X(03)00060-5 |
| 英文摘要 | The purpose of this paper is to investigate kernel density estimators for spatial processes with linear or nonlinear structures. Sufficient conditions for such estimators to converge in L-1 are obtained under extremely general, verifiable conditions. The results hold for mixing as well as for nonmixing processes. Potential applications include testing for spatial interaction, the spatial analysis of causality structures, the definition of leading/lagging sites, the construction of clusters of comoving sites, etc. (C) 2003 Elsevier Science (USA). All rights reserved. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000187785400004 |
| 出版者 | ACADEMIC PRESS INC ELSEVIER SCIENCE |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/950]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Hallin, M |
| 作者单位 | 1.Free Univ Brussels, ISRO, B-1050 Brussels, Belgium 2.Free Univ Brussels, ECARES, B-1050 Brussels, Belgium 3.Free Univ Brussels, Dept Math, B-1050 Brussels, Belgium 4.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China 5.Indiana Univ, Dept Math, Bloomington, IN 47405 USA |
| 推荐引用方式 GB/T 7714 | Hallin, M,Lu, ZD,Tran, LT. Kernel density estimation for spatial processes: the L-1 theory[J]. JOURNAL OF MULTIVARIATE ANALYSIS,2004,88(1):61-75. |
| APA | Hallin, M,Lu, ZD,&Tran, LT.(2004).Kernel density estimation for spatial processes: the L-1 theory.JOURNAL OF MULTIVARIATE ANALYSIS,88(1),61-75. |
| MLA | Hallin, M,et al."Kernel density estimation for spatial processes: the L-1 theory".JOURNAL OF MULTIVARIATE ANALYSIS 88.1(2004):61-75. |
入库方式： OAI收割
来源：数学与系统科学研究院
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