1 citations · 1 across the 1 of their papers we have counts for
3 papers
stat.AP2018
Trans-Gaussian Kriging in a Bayesian framework : a case study
Joseph Muré
In the context of Gaussian Process Regression or Kriging, we propose a full-Bayesian solution to deal with hyperparameters of the covariance function. This solution can be extended…
math.ST2018
Propriety of the reference posterior distribution in Gaussian Process modeling
Joseph Muré
In a seminal article, Berger, De Oliveira and Sansó (2001) compare several objective prior distributions for the parameters of Gaussian Process regression models with isotropic cor…
math.ST2018★ 1 cited
A Comprehensive Bayesian Treatment of the Universal Kriging model with Matérn correlation kernels
Joseph Muré
The Gibbs reference posterior distribution provides an objective full-Bayesian solution to the problem of prediction of a stationary Gaussian process with Matérn anisotropic kernel…