PyMC User’s Guide

Contents:

• 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

Indices and tables

• Index
• Module Index
• Search Page