A Valid Matérn Class of Cross-Covariance Functions for Multivariate Random Fields With Any Number of Components

2012 ◽  
Vol 107 (497) ◽  
pp. 180-193 ◽  
Author(s):  
Tatiyana V. Apanasovich ◽  
Marc G. Genton ◽  
Ying Sun
Keyword(s):  
Random Fields ◽  
Number Of Components ◽  
Covariance Functions ◽  
Cross Covariance ◽  
Matern Class

Matérn Cross-Covariance Functions for Multivariate Random Fields

2010 ◽  
Vol 105 (491) ◽  
pp. 1167-1177 ◽  
Author(s):  
Tilmann Gneiting ◽  
William Kleiber ◽  
Martin Schlather
Keyword(s):  
Random Fields ◽  
Covariance Functions ◽  
Cross Covariance

Cross-covariance functions for multivariate random fields based on latent dimensions

Biometrika ◽  
2010 ◽  
Vol 97 (1) ◽  
pp. 15-30 ◽  
Author(s):  
T. V. Apanasovich ◽  
M. G. Genton
Keyword(s):  
Random Fields ◽  
Covariance Functions ◽  
Cross Covariance

Hyperbolic Vector Random Fields with Hyperbolic Direct and Cross Covariance Functions

2012 ◽  
Vol 30 (4) ◽  
pp. 662-674 ◽  
Author(s):  
Juan Du ◽  
Nikolai Leonenko ◽  
Chunsheng Ma ◽  
Hong Shu
Keyword(s):  
Random Fields ◽  
Covariance Functions ◽  
Cross Covariance
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