A Comparison Between Bayesian and Ordinary Kriging Based on Validation Criteria: Application to Radiological Characterisation

Author:

Wieskotten Martin,Crozet Marielle,Iooss BertrandORCID,Lacaux Céline,Marrel Amandine

Publisher

Springer Science and Business Media LLC

Subject

General Earth and Planetary Sciences,Mathematics (miscellaneous)

Reference42 articles.

1. Acharki N, Bertoncello A, Garnier J (2023) Robust prediction interval estimation for gaussian processes by cross-validation method. Comput Stat Data Anal 178:107597

2. Al-Mudhafar WJ (2019) Bayesian kriging for reproducing reservoir heterogeneity in a tidal depositional environment of a sandstone formation. J Appl Geophys 160:84–102

3. Attiogbe J, Aubonnet E, Maquille LD, Moura PD, Desnoyers Y, Dubot D, Feret B, Fichet P, Granier G, Iooss B, Nokhamzon JG, Dehaye CO, Pillette-Cousin L, Savary A (2014) Soil radiological characterisation methodology. CEA-R–6386, Commissariat à l’énergie atomique et aux énergies alternatives (CEA). CEA Marcoule Center, Analytical Methods Committee (CETAMA), France

4. Bachoc F (2013) Cross validation and maximum likelihood estimations of hyperparameters of Gaussian processes with model misspecification. Comput Stat Data Anal 66:55–69

5. Bachoc F (2013b) Parametric estimation of covariance function in Gaussian-process based kriging models. Application to uncertainty quantification for computer experiments. PhD Thesis, Université Paris Diderot—Paris VII

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