37457 Advanced Bayesian Methods8cp
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.