This teaching material on Bayesian Statistics originated mostly from a series of introductory course on Bayesian statistics that I have held over the last years together with various subsets of Jörn Pagel, Joseph Chipperfield and Björn Reineking, and Felix May. I will announce any upcoming courses at my blog or on twitter.

Topics, lecture notes and code

A collection of commented code examples on concepts and applications is here here. These example span the range of topics that we typically cover, including

I’m working on providing proper lecture notes for this course. For the moment, I’m recommending as an introduction the free lecture notes Bayesian Basics by Michael Clark. For further reading see the textbooks and articles suggested here.

Past courses: