I often give classes on Bayesian Statistics. Here are a few slides that I use and that I will update soon.

**Bayesian statistics for Latent variable models **

- Slides [pdf]
- Data example 1 : MCMC on non-linear mixed effects models.
- Data example 2 : Variational Bayes and MCMC on Poisson mixture model