On the safe use of prior densities for Bayesian model selection

10 June 2022

Papers citing "On the safe use of prior densities for Bayesian model selection"

10 / 10 papers shown

Title
Adaptive posterior distributions for uncertainty analysis of covariance matrices in Bayesian inversion problems for multioutput signals E. Curbelo Luca Martino F. Llorente D. Delgado-Gomez 139 1 0 03 Jan 2025
Automatic tempered posterior distributions for Bayesian inversion problems Luca Martino F. Llorente E. Curbelo J. Lopez-Santiago Joaquín Míguez 44 13 0 24 Jul 2021
Compressed particle methods for expensive models with application in Astronomy and Remote Sensing Luca Martino Victor Elvira J. Lopez-Santiago Gustau Camps-Valls 54 4 0 18 Jul 2021
Marginal likelihood computation for model selection and hypothesis testing: an extensive review F. Llorente Luca Martino D. Delgado J. Lopez-Santiago 87 85 0 17 May 2020
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari Andrew Gelman Jonah Gabry 139 4,070 0 16 Jul 2015
Comparison of Bayesian predictive methods for model selection Juho Piironen Aki Vehtari 101 279 0 30 Mar 2015
On the Mathematics of the Jeffreys-Lindley Paradox C. Villa S. Walker 49 17 0 13 Mar 2015
Importance Nested Sampling and the MultiNest Algorithm F. Feroz Michael P. Hobson E. Cameron A. Pettitt 181 629 0 10 Jun 2013
Criteria for Bayesian model choice with application to variable selection M. J. Bayarri J. Berger A. Forte G. García-Donato BDL 95 282 0 24 Sep 2012
The formal definition of reference priors J. Berger J. Bernardo Dongchu Sun 111 421 0 01 Apr 2009