Asymptotic analysis of the role of spatial sampling for covariance parameter estimation of Gaussian processes
Author:
Publisher
Elsevier BV
Subject
Statistics, Probability and Uncertainty,Numerical Analysis,Statistics and Probability
Reference40 articles.
1. A Review of Gaussian Random Fields and Correlation Functions, Technical Report;Abrahamsen,1997
2. Estimating the prediction mean squared error in Gaussian stochastic processes with exponential correlation structure;Abt;Scand. J. Stat.,1999
3. The Geometry of Random Fields;Adler,1981
4. On the consistent separation of scale and variance for Gaussian random fields;Anderes;Ann. Statist.,2010
5. Cross validation and maximum likelihood estimations of hyper-parameters of Gaussian processes with model mispecification;Bachoc;Comput. Statist. Data Anal.,2013
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