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Bayesian modelling
Post-edited
Authors : Mengersen, Kerrie (Author of the conference)
CIRM (Publisher )
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 (Publisher )
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| Bayes' theorem binomial model normal model hierarchical models Bayesian priors Bayesian model comparison mixture models spatial models |
Abstract :
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
MSC Codes : 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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Information on the Video
Film maker : Hennenfent, GuillaumeLanguage : English Available date : 29/10/2018 Conference Date : 22/10/2018 Subseries : Research School arXiv category : Statistics Theory Mathematical Area(s) : Probability & Statistics Format : MP4 (.mp4) - HD Video Time : 01:50:38 Targeted Audience : Researchers ; Graduate Students Download : https://videos.cirm-math.fr/2018-10-22_Kerrie.mp4 
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Information on the Event
Event Title : Jean-Morlet chair: Masterclass in Bayesian statistics / Chaire Jean-Morlet : École de statistique bayésienneEvent Organizers : Chopin, Nicolas ; Mengersen, Kerrie ; Pommeret, Denys ; Pudlo, Pierre ; Robert, Christian P. ; Ryder, Robin Dates : 22/10/2018 - 26/10/2018 Event Year : 2018 Event URL : https://www.chairejeanmorlet.com/1854.html
Citation Data
DOI : 10.24350/CIRM.V.19467903Cite this video as: Mengersen, Kerrie (2018). Bayesian modelling. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19467903 URI : http://dx.doi.org/10.24350/CIRM.V.19467903 |
See Also
- [Multi angle] Model assessment, selection and averaging / Author of the conference Vehtari, Aki.
- [Multi angle] An introduction to particle filters / Author of the conference Chopin, Nicolas.
- [Multi angle] Bayesian computation with INLA / Author of the conference Rue, Havard.
- [Multi angle] Bayesian computational methods / Author of the conference Robert, Christian P..
Bibliography
