Title of article
Kernel density estimation for spatial processes: the L1 theory
Author/Authors
Hallin، نويسنده , , Marc and Lu، نويسنده , , Zudi and Tran، نويسنده , , Lanh T. Tran، نويسنده ,
Issue Information
دوفصلنامه با شماره پیاپی سال 2004
Pages
15
From page
61
To page
75
Abstract
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 L1 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.
Keywords
L1 theory , Spatial linear or nonlinear processes , Kernel density estimator , Bandwidth
Journal title
Journal of Multivariate Analysis
Serial Year
2004
Journal title
Journal of Multivariate Analysis
Record number
1557939
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