English
Bayesian modelling
Post-edited
Auteurs : Mengersen, Kerrie (Auteur de la Conférence)
CIRM (Editeur )
62C10 - Bayesian problems; characterization of Bayes procedures
62F15 - Bayesian inference
62P10 - Applications of statistics to biology and medical sciences
62P12 - Applications of statistics to environnemental and related topics
CIRM (Editeur )
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| Bayes' theorem binomial model normal model hierarchical models Bayesian priors Bayesian model comparison mixture models spatial models |
Résumé :
This tutorial will be a beginner's introduction to Bayesian statistical modelling and analysis. Simple models and computational tools will be described, followed by a discussion about implementing these approaches in practice. A range of case studies will be presented and possible solutions proposed, followed by an open discussion about other ways that these problems could be tackled.
Keywords : Bayesian models; hierarchical model; prior distribution; choice models; model comparison
Codes MSC : Keywords : Bayesian models; hierarchical model; prior distribution; choice models; model comparison
62C10 - Bayesian problems; characterization of Bayes procedures
62F15 - Bayesian inference
62P10 - Applications of statistics to biology and medical sciences
62P12 - Applications of statistics to environnemental and related topics
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Informations sur la Vidéo
Réalisateur : Hennenfent, GuillaumeLangue : Anglais Date de publication : 29/10/2018 Date de captation : 22/10/2018 Sous collection : Research School arXiv category : Statistics Theory Domaine : Probability & Statistics Format : MP4 (.mp4) - HD Durée : 01:50:38 Audience : Researchers ; Graduate Students Download : https://videos.cirm-math.fr/2018-10-22_Kerrie.mp4 
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Informations sur la Rencontre
Nom de la rencontre : Jean-Morlet chair: Masterclass in Bayesian statistics / Chaire Jean-Morlet : École de statistique bayésienneOrganisateurs de la rencontre : Chopin, Nicolas ; Mengersen, Kerrie ; Pommeret, Denys ; Pudlo, Pierre ; Robert, Christian P. ; Ryder, Robin Dates : 22/10/2018 - 26/10/2018 Année de la rencontre : 2018 URL Congrès : https://www.chairejeanmorlet.com/1854.html
Données de citation
DOI : 10.24350/CIRM.V.19467903Citer cette vidéo: Mengersen, Kerrie (2018). Bayesian modelling. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19467903 URI : http://dx.doi.org/10.24350/CIRM.V.19467903 |
Voir aussi
- [Multi angle] Model assessment, selection and averaging / Auteur de la Conférence Vehtari, Aki.
- [Multi angle] An introduction to particle filters / Auteur de la Conférence Chopin, Nicolas.
- [Multi angle] Bayesian computation with INLA / Auteur de la Conférence Rue, Havard.
- [Multi angle] Bayesian computational methods / Auteur de la Conférence Robert, Christian P..
Bibliographie
