| Date | Subject | 8-21 | Likelihood: Philosophical foundations | R | 8-23 | Norms, convergence, and continuity | R | 8-28 | Vector calculus | R | 8-30 | O notation, Taylor series, matrix algebra | R | 9-04 | No class: Labor Day | 9-06 | Multivariate normal | R | 9-11 | Stochastic convergence | R | 9-13 | (cont’d) | 9-18 | Characteristic functions | 9-20 | Lindeberg-Feller Central Limit Theorem | R | 9-25 | Transformations | R | 9-27 | Exponential families | R | 10-02 | Score and information | R | 10-04 | EXAM 1 | 10-09 | (cont’d) | 10-11 | Likelihood: consistency | R | 10-16 | (cont’d) | 10-18 | Likelihood: asymptotic normality | R | 10-23 | Likelihood: efficiency | 10-25 | Score, Wald, LRT | 10-30 | (cont’d) | 11-01 | Extended example: Poisson regression | R | 11-06 | Profile likelihood | R | 11-08 | Conditional likelihood | 11-13 | Marginal likelihood | R | 11-15 | EXAM 2 | 11-20 | No class: Thanksgiving break | 11-22 | No class: Thanksgiving break | 11-27 | Pseudo likelihood | R | 11-29 | (cont’d) | 12-04 | Penalized likelihood | R | 12-06 | Quasi likelihood | R |
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