BAYESIAN DATA ANALYSIS
- Module code: ST405
- Credits: 5
- Semester: 1
- Department: MATHEMATICS AND STATISTICS
- International:
Overview | |
---|---|
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. |
Learning Outcomes | |
---|---|
Teaching & Learning methods | |
---|---|
Assessment | |
---|---|
Autumn Supplementals/Resits | |
---|---|
Pre-Requisites | |
---|---|
Co-Requisites | |
---|---|
Timetable | |
---|---|