0. A fundamental theorem of simulation\\ 1. Markov chain basics\\ 2. Slice sampling\\ 3. Gibbs sampling\\ 4. Metropolis-Hastings algorithms\\ 5. Variable dimension models and reversible jump MCMC\\ 6.