4 citations · 6 across the 3 of their papers we have counts for
4 papers
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…
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…
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…
Optimal compromise between incompatible conditional probability distributions, with application to Objective Bayesian Kriging
Joseph Muré
Models are often defined through conditional rather than joint distributions, but it can be difficult to check whether the conditional distributions are compatible, i.e. whether th…