Influence of parameter estimation uncertainty in Kriging: Part 1 - Theoretical Development

This paper deals with a theoretical approach to assessing the effects of parameter estimation uncertainty both on Kriging estimates and on their estimated error variance. Although a comprehensive treatment of parameter estimation uncertainty is covered by full Bayesian Kriging at the cost of extensi...

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Bibliographic Details
Main Author: E. Todini
Format: Article
Language:English
Published: Copernicus Publications 2001-01-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/5/215/2001/hess-5-215-2001.pdf