- Likelihood definition
- Maximum likelihood estimation
- Bayes' theorem
- Bayesian inference
- Prior specification
- Markov chain Monte Carlo (MCMC)
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Yang
- Chapter 4 (4.1, 4.3, 4.5, 4.6)
- Chapter 6 (6.1-6.3)
- Chapter 7 (all)
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Selected readings on Moodle
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