Spatio-temporal stationary covariance models
Stationary covariance functions that model space-time interactions are in great demand. The goal of this paper is to introduce and develop new spatio-temporal stationary covariance models. Integral representations for covariance functions with certain properties, such as [alpha]-symmetry in the spatial lag, are established. Mixture models are proposed through purely spatial and temporal covariance functions.
Year of publication: |
2003
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Authors: | Ma, Chunsheng |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 86.2003, 1, p. 97-107
|
Publisher: |
Elsevier |
Keywords: | Covariance function Positive definite Stationary Variogram |
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