Available here is an R package for testing, variable selection and model averaging in linear models.
Archivo del Autor: GONZALO GARCIA-DONATO LAYRON
Radiocarbono y estadística Bayesiana: aportaciones a la cronología de la edad del bronce en el extremo oriental del sudeste de la península ibérica
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A paper by F.J. Jover, J.A. López y G. García-Donato (2014). Final version appeared in: Saguntum, 46, 41-69. https://dialnet.unirioja.es/servlet/articulo?codigo=4933643&orden=1&info=link
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
Calibration of Computer Models with Multivariate Output
A paper by R. Paulo, G. García-Donato and J. Palomo (2012). Final version published in: Computational Statistics and Data Analysis, 56, 3959-3974. 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
Bayesian methods in Cost-effectiveness studies: objectivity, computation and other relevant aspects
A paper by C. Armero, G. García-Donato and A. López-Quilez (2010). Final version published in: Health Economics, 19, 629-643. 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
Computer model validation with functional output
A paper by M.J. Bayarri, J. Berger, J. Cafeo, G. García-Donato, F. Liu, J. Palomo, R. Parthasarathy, R. Paulo, R. Sacks and D. Walsh (2007). Final version published in: The annals of Statistics, 35, 1874-1906. Full text
Objective priors for model selection in one-way random effects models
A paper by G. García-Donato and D. Sun (2007). Final version publisehd in: The Canadian journal of Statistics, 35, 303-320. Full text