Bayesian Inference: Concept and Practice
European University Institute, Florence, 5 June 2017
Check out the Stan Documentation website, including the full reference manual and installation instructions at RStan Getting Started. R can be downloaded for free here and I would strongly recommend you also install RStudio. A cheat sheet for R is here: short reference card.
Data can be found on the teaching data page, unless otherwise instructed.
|1||Introduction and basic probability theory||slides|
|2||Fundamentals of Bayesian inference||slides|
|3||MCMC and Stan||slides|
|4||Exercises and example models||slides||Stan files|