University of Technology Sydney

37457 Advanced Bayesian Methods

There are course requisites for this subject. See access conditions.
Anti-requisite(s): 37458 Advanced Bayesian Methods


This subject covers the principles and theory of advanced data analysis via contemporary statistical models and software. Models covered include generalised linear models, linear mixed models and generalised additive models. The 'R', 'BUGS' and/or 'Stan' computing environments are used for analysis of a wide array of data sets.

The subjects provides extensive applications of the theory covered to solve real world problems in statistics and finance.

Detailed subject description.

Access conditions

Note: The requisite information presented in this subject description covers only academic requisites. Full details of all enforced rules, covering both academic and admission requisites, are available at access conditions and My Student Admin.