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07/08/2022
Model predictivity assessment: incremental test-set selection and accuracy evaluation
Unbiased assessment of the predictivity of models learnt by supervised m...
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05/23/2018
Trans-Gaussian Kriging in a Bayesian framework : a case study
In the context of Gaussian Process Regression or Kriging, we propose a f...
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05/23/2018
Propriety of the reference posterior distribution in Gaussian Process regression
In a seminal article, Berger, De Oliveira and Sansó (2001) compare sever...
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01/03/2018
A Comprehensive Bayesian Treatment of the Universal Kriging model with Matérn correlation kernels
The Gibbs reference posterior distribution provides an objective full-Ba...
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01/03/2018