SHORT COURSE: Introduction to Bayesian statistics using BUGS
Thu 30th March 2017 - Fri 31st March 2017 (2 days) MRC Biostatistics Unit, University of Cambridge, UK
Course instructors: Dr Robert Goudie, Dr Anne Presanis, and Dr Dan Jackson (MRC Biostatistics Unit)
* Statisticians working in any application area, with familiarity of classical methods such as generalised linear and random-effects modelling.
* No experience of Bayesian methods or specialist software will be assumed.
* This course is intended to provide an introduction to Bayesian analysis and MCMC methods, and a fairly detailed tutorial on the use of OpenBUGS/JAGS/WinBUGS.
* Day 1 - Introduction to the use of Monte Carlo methods, Bayesian methods, Markov chain Monte Carlo (MCMC), regression models, and implementation in OpenBUGS/WinBUGS or JAGS/OpenBUGS/WinBUGS via R.
* Day 2 - Generalised linear models, predictions, missing data, model criticism, model comparison and assessing sensitivity to prior distributions, introduction to hierarchical models.
* The emphasis throughout will be on practical examples: software and code to carry out all the analyses will be provided. Participants are encouraged to bring their own laptops for the practicals.
Course fees include a copy of The BUGS Book (Lunn et al., 2013).
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For further information about the BSU Short Courses please contact Sharon Dippenaar (BSU Course Administrator)
Telephone: +44 (0) 1223 330366
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MRC Biostatistics Unit
University of Cambridge, School of Clinical Medicine
Cambridge Institute of Public Health
Cambridge Biomedical Campus
Cambridge CB2 0SR
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As of the 1st December 2016, the MRC Biostatistics Unit (BSU) is part of the School of Clinical Medicine at the University of Cambridge
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