Outline of lecture

Starting from mathematical preparation such as probability distribution, linear
algebras, we will study the theory of Bayes and its extension, natural conjugate
distribution, hierarchical Bayes, numerical resolution such as MCMC, other logit profit
models and Bayesian network.