Bayesian statistics

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