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The role of the nugget term in the Gaussian process method

Published 24 May 2010 in stat.ME | (1005.4385v1)

Abstract: The maximum likelihood estimate of the correlation parameter of a Gaussian process with and without of a nugget term is studied in the case of the analysis of deterministic models.

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