Rational covariance functions for nonstationary random fields

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Authors
Ma, Chunsheng
Advisors
Issue Date
2008-02-29
Type
Article
Keywords
Long range dependence , Power law decay , Rational function , Variogram
Research Projects
Organizational Units
Journal Issue
Citation
C. Ma, "Rational Covariance Functions for Nonstationary Random Fields," in IEEE Transactions on Information Theory, vol. 54, no. 2, pp. 895-897, Feb. 2008, doi: 10.1109/TIT.2007.913571
Abstract

This correspondence propose rational-type covariance functions for nonstationary Gaussian stochastic processes or random fields, which are rational functions of given variograms, typically have long range dependence, and include some stationary covariance functions as special cases. © 2008 IEEE.

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Description
This is an open access article under the CC by license.
Publisher
Institute of Electrical and Electronics Engineers Inc.
Journal
IEEE Transactions on Information Theory
Book Title
Series
PubMed ID
ISSN
00189448
EISSN