A paper by G. García-Donato and A. Forte (2018). Final version appeared in The R journal, 10, 155-174. link
Bayesian testing, variable selection and model averaging in linear models using R with BayesVarSel
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Archivo de la etiqueta: Hypothesis testing
library(«BayesVarSel»)
Available here is an R package for testing, variable selection and model averaging in linear models.
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
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
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
Extending Conventional priors for Testing General Hypotheses in Linear Models
A paper by M.J. Bayarri and G. García-Donato (2007). Final version publisehd in: Biometrika, 94, 135-152. Full text
Calibrating Bayes factors under prior predictive densities
A paper by G. García-Donato and M.-H. Chen (2005). Final version publisehd in: Statistica Sinica, 15, 359-380. Full text