The main topics will be Bayesian regression, Bayesian Hierarchial models and Spatial models. Throughout the course there will be practical examples from epidemiology, public health and social science ...

Bayesian methods have significantly enhanced the analysis of complex data structures, such as semicontinuous outcomes and zero-inflated observations, by providing coherent inferences and more ...