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Gonzalo García-Donato

Gonzalo García-Donato

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Archivo de la etiqueta: Variable Selection

Variable Selection in the presence of factors: a model selection perspective

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by G. García-Donato and R. Paulo (2021). Final version will appear in Journal of the American Statistical Association link

Publicado en Published papers | Etiquetado Bayes factors, multiplicity, priors, Variable Selection | Deja un comentario

A model selection approach for variable selection with censored data

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by M.E. Castellano, G. García-Donato and S. Cabras (2020). Final version appeared in Bayesian Analysis, 16, 271-300. link

Publicado en Published papers | Etiquetado Bayes factors, censored data, incomplete information, Laplace integration, priors, Variable Selection | 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

On sampling strategies in Bayesian variable selection problems with large model spaces

Posted on 29 de enero de 2013 por GONZALO GARCIA-DONATO LAYRON
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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

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

Criteria for Bayesian Model Choice with Application to Variable Selection

Posted on 29 de enero de 2012 por GONZALO GARCIA-DONATO LAYRON
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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

Publicado en Published papers | Etiquetado Bayes factors, Hypothesis testing, Linear Models, priors, Variable Selection | Deja un comentario

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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