Spatial autoregression and related spatio-temporal models

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Authors
Ma, Chunsheng
Advisors
Issue Date
2004-01
Type
Article
Keywords
Intrinsically stationary , Covariance , Isotropic , Long-range dependence , Norm (Mathematics) , Spectral density , Stationary , Variogram
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Organizational Units
Journal Issue
Citation
Ma, C. (2004). "Spatial autoregression and related spatio-temporal models." Journal of Multivariate Analysis 88(1): 152-162.
Abstract

We propose a spatial autoregressive randomfield of order p on the spatial domain Rd for pX2 in this paper, whose univariate margins are the continuous-time autoregression of order p on the real line, and introduce a class of semiparametric spatio-temporal covariance models stationary in space with the spatial autoregressive margin.

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Publisher
Elsevier Inc.
Journal
Journal of Multivariate Analysis
Book Title
Series
PubMed ID
DOI
ISSN
0047-259X
1095-7243
EISSN