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Module BAYESIAN DATA ANALYSIS

Module code: ST645
Credits: 5
Semester: 1
Department: MATHEMATICS AND STATISTICS
International: Yes
Overview Overview
 

Overview
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Bayesian Analysis for simple models: Bayes' rule, inferring a binomial probability, prior distributions, Markov Chain Monte Carlo, Gibbs sampler,
assessing model convergence, Bayesian analysis with JAGS, simple regression models, hierarchical/multilevel models, generalized linear models, model checking.

ST645 is equivalent to ST405 (i.e. lectures and tutorials as for ST405).

Open Learning Outcomes
 
Open Teaching & Learning methods
 
Open Assessment
 
Open Autumn Supplementals/Resits
 
Open Co-Requisites
 
Open Timetable
 
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