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Module BAYESIAN DATA ANALYSIS

Module code: ST645
Credits: 5
Semester: 1
Department: MATHEMATICS AND STATISTICS
International: Yes
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Overview
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Bayesian analysis for simple models: conjugate prior distributions, inference for parameters of normal, binomial, Poisson data. Linear regression model. Generalized linear models, hierarchical models. Simulation based Bayesian analysis: using Bugs/STAN from R. Predictive distribution and model checking.

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

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