A Brief introduction to Probabilistic Programming

Not so scary

Huh but isn't Probabilistic Programming just Stan and BUGS?

Case study: Rugby Analytics





I wanted to do a model of the Six Nations last year.





I wanted to build an understandable model to predict the winner





Key Info: Inferring the 'strength' of each team.





We only have scoring data, which is noisy hence Bayesian Stats



















