A paper by G. García-Donato and R. Paulo (2021). Final version will appear in Journal of the American Statistical Association link
Variable Selection in the presence of factors: a model selection perspective
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Archivo de la etiqueta: priors
A model selection approach for variable selection with censored data
A paper by M.E. Castellano, G. García-Donato and S. Cabras (2020). Final version appeared in Bayesian Analysis, 16, 271-300. link
Bayesian testing, variable selection and model averaging in linear models using R with BayesVarSel
A paper by G. García-Donato and A. Forte (2018). Final version appeared in The R journal, 10, 155-174. link
Methods and tools for Bayesian variable selection and model averaging in normal linear models
A paper by A. Forte, G. García-Donato and M.F.J. Steel (2018). Final version appeared in International Statistical Review, 86, 237-258. link
Some findings on zero-inflated and hurdle poisson models for disease mapping
A paper by F. Corpas-Burgos, G. Garcia-Donato and MA Martinez-Beneito (2018). Final version appeared in Statistics in Medicine, 37, 3325-3337. link
library(«BayesVarSel»)
Available here is an R package for testing, variable selection and model averaging in linear models.
On sampling strategies in Bayesian variable selection problems with large model spaces
A paper by G. García-Donato and M.A. Martínez-Beneito (2013). Final version appeared in: Journal of the American Statistical Association, 108:501, 340-352. Full text
Criteria for Bayesian Model Choice with Application to Variable Selection
A paper by M.J. Bayarri, J.O. Berger, A. Forte and G. García-Donato (2012). Final version published in: The Annals of statistics, 40, 1550-1577. Full text
A Bayesian Joinpoint Regression model with an unknown number of break points
A paper by M.A. Martínez-Beneito, G. García-Donato and D. Salmerón (2011). Final version published in: Annals of applied statistics, 5, 2150-2168. Full text
Generalization of Jeffreys’ Divergence Based Priors for Bayesian Hypothesis testing
A paper by M.J. Bayarri and G. García-Donato (2008). Final version published in: Journal of the Royal Statistical Society, series B, 70, 981-1003. Full text