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Gonzalo García-Donato

Gonzalo García-Donato

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Archivo de la categoría: Published papers

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← Entradas más antiguas

The chronology of archaeological assemblages based on an automatic Bayesian procedure: Eastern Iberia as study case

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by S. Pardó-Gordó, J. Bernabeu, J. Jiménez-Puerto, C. Armero and G. García-Donato (2022). Final version appeared in Journal of Archaeological Science, 139, link

Publicado en Published papers | Etiquetado applications, archaeology, classification | Deja un comentario

Bayesian classification for dating archaeological sites via projectile points

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by C. Armero, G. García-Donato, J. Jiménez-Puerto, S. Pardó-Gordó and J. Bernabeu (2021). Final version appeared in SORT, 45, 33-46. link

Publicado en Published papers | Etiquetado applications, archaeology, classification | Deja un comentario

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

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

Some findings on zero-inflated and hurdle poisson models for disease mapping

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

Publicado en Published papers | Etiquetado Poisson process, priors | Deja un comentario

Comparison of statistical and deterministic frameworks of uncertainty quantification

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by M. Frenklach, A. Packard, G. García-Donato, R. Paulo and J. Sacks (2016). Final version appeared in SIAM/ASA Journal on Uncertainty Quantification, 4, 875-901. link

Publicado en Published papers | Etiquetado Calibration, Computer models | 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

SAVE: An R package for the statistical analysis of computer models

Posted on 11 de marzo de 2022 por GONZALO GARCIA-DONATO LAYRON
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A paper by J. Palomo, R. Paulo and G. García-Donato (2015). Final version published in Journal of Statistical Software, 64, 1-23. link

Publicado en Published papers | Etiquetado Calibration, Computer models | Deja un comentario

Navegación de entradas

← Entradas más antiguas

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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