B. Mathematical supplement. 2. Random variables and probability distributions -- 3. Joint distributions -- 4. Common statistical models -- 5. Statistical inference -- 6. Likelihood -- 7. Monte Carlo sampling -- 8. Bayesian inferences -- 9. Generalized linear models -- 10. Dependent data models -- 11. State space models -- A. MATLAB primer -- B. Mathematical supplement.
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