| Date | Subject | 8-23 | Likelihood: Philosophical foundations | R | 8-25 | Norms, convergence, and continuity | R | 8-30 | Vector calculus | 9-01 | O notation, Taylor series | 9-06 | No class: Labor Day | 9-08 | Multivariate normal | R | 9-13 | Types of convergence | R | 9-15 | (cont’d) | 9-20 | Characteristic functions | 9-22 | Lindeberg-Feller Central Limit Theorem | R | 9-27 | Transformations | R | 9-29 | Exponential families | R | 10-04 | Score and information | R | 10-06 | EXAM 1 | 10-11 | (cont’d) | 10-13 | Likelihood: consistency | R | 10-18 | Likelihood: asymptotic normality | R | 10-20 | Likelihood: efficiency | 10-25 | Score, Wald, LRT | 10-27 | (cont’d) | 11-01 | Extended example: Poisson regression | R | 11-03 | Profile likelihood | R | 11-08 | Conditional likelihood | 11-10 | EXAM 2 | 11-15 | Conditional likelihood (cont’d) | 11-17 | Marginal likelihood | R | 11-22 | No class: Thanksgiving break | 11-24 | No class: Thanksgiving break | 11-29 | (cont’d) | 12-01 | Pseudo likelihood | R | 12-06 | Penalized likelihood | R | 12-08 | Quasi likelihood | R |
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