Table of Contents:
  • 1. Probability
  • 2. Conditional probability and Bayes Theorem
  • 3. Discrete random variables
  • 4. Continuous random variables
  • 5. Transformations
  • 6. Normal distribution
  • 7. Making decisions
  • 8. Conjugate analysis
  • 9. Hierarchical structuring of a model
  • 10. Markov chain Monte Carlo
  • 11. Multiparty problems
  • 12. Exploration of old ideas.