Kernel density estimation for spatial processes: the L_1 theory

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Kernel density estimation for spatial processes: the L_1 theory

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 nonmixi...

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Bibliographic Details
Main Authors:	Hallin, M., Lu, Zudi, Tran, L.
Format:	Journal Article
Published:	Elsevier 2004
Subjects:	Spatial linear or nonlinear processes L1 theory Kernel density estimator Bandwidth
Online Access:	http://hdl.handle.net/20.500.11937/10233

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