PyMC
1. Appendix: Markov Chain Monte Carlo
1.1. Monte Carlo Methods in Bayesian Analysis
1.2. Markov Chains
1.3. Why MCMC Works: Reversible Markov Chains
1.4. Gibbs Sampling
1.5. The Metropolis-Hastings Algorithm
PyMC
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