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Module BAYESIAN DATA ANALYSIS (R)

Module code: ST845
Credits: 5
Semester: 1
Department: MATHEMATICS AND STATISTICS
International: No
Overview Overview
 

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.

Lectures and tutorials as for ST405.

For Registered Research students. Permission is required from the Head of the Mathematics & Statistics Department.

Open Learning Outcomes
 
Open Teaching & Learning methods
 
Open Assessment
 
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Open Pre-Requisites
 
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