| Date | Subject | 8-22 | Likelihood: Philosophical foundations | R | 8-24 | Norms, convergence, and continuity | R | 8-29 | Vector calculus | 8-31 | O notation, Taylor series | 9-05 | No class: Labor Day | 9-07 | Multivariate normal | R | 9-12 | Types of convergence | R | 9-14 | (cont’d) | 9-19 | Characteristic functions | 9-21 | Lindeberg-Feller Central Limit Theorem | R | 9-26 | Transformations | R | 9-28 | Exponential families | R | 10-03 | Score and information | R | 10-05 | EXAM 1 | 10-10 | (cont’d) | 10-12 | Likelihood: consistency | R | 10-17 | (cont’d) | 10-19 | Likelihood: asymptotic normality | R | 10-24 | Likelihood: efficiency | 10-26 | Score, Wald, LRT | 10-31 | (cont’d) | 11-02 | Extended example: Poisson regression | R | 11-07 | Profile likelihood | R | 11-09 | EXAM 2 | 11-14 | Conditional likelihood | 11-16 | Marginal likelihood | R | 11-21 | No class: Thanksgiving break | 11-23 | No class: Thanksgiving break | 11-28 | Pseudo likelihood | R | 11-30 | (cont’d) | 12-05 | Penalized likelihood | R | 12-07 | Quasi likelihood | R |
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