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Gonzalo García-Donato

Gonzalo García-Donato

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Archivo de la etiqueta: BayesVarSel

Bayesian testing, variable selection and model averaging in linear models using R with BayesVarSel

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by G. García-Donato and A. Forte (2018). Final version appeared in The R journal, 10, 155-174. link

Publicado en Published papers | Etiquetado Bayes factors, BayesVarSel, Computation strategies, Hypothesis testing, Linear Models, priors | Deja un comentario

Methods and tools for Bayesian variable selection and model averaging in normal linear models

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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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

Publicado en Published papers | Etiquetado Bayes factors, BayesVarSel, Computation strategies, Linear Models, priors, Variable Selection | Deja un comentario

Variable selection in the analysis of energy consumption growth nexus

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by M. Camarero, A. Forte, G. García-Donato, Y. Mendoza and J. Ordóñez (2015). Final version appeared in Energy Economics, 52, 207-216. link

Publicado en Published papers | Etiquetado applications, Bayes factors, BayesVarSel, Linear Models | Deja un comentario

library(«BayesVarSel»)

Posted on 17 de noviembre de 2016 por GONZALO GARCIA-DONATO LAYRON

Available here is an R package for testing, variable selection and model averaging in linear models.

Publicado en BayesVarSel | Etiquetado BayesVarSel, Hypothesis testing, Linear Models, priors

Entradas recientes

  • The chronology of archaeological assemblages based on an automatic Bayesian procedure: Eastern Iberia as study case
  • Bayesian classification for dating archaeological sites via projectile points
  • Variable Selection in the presence of factors: a model selection perspective
  • A model selection approach for variable selection with censored data
  • Bayesian testing, variable selection and model averaging in linear models using R with BayesVarSel

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