Markov Chain Monte Carlo Methods
Feb 25, 2007 65012 views 
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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. Perfect sampling\\ 7. Adaptive MCMC and population Monte Carlo