| Date | Subject | Code | 8-25 | Likelihood: Philosophical foundations | R | 8-27 | Norms, inequalities, and proofs | 9-01 | No class: Labor Day | 9-03 | Convergence, continuity, and measure | R | 9-08 | Matrix algebra, vector calculus, and Taylor series | R | 9-10 | Multivariate normal | R | 9-15 | Stochastic convergence | R | 9-17 | (cont’d) | 9-22 | Characteristic functions | 9-24 | Lindeberg-Feller Central Limit Theorem | R | 9-29 | Transformations | R | 10-01 | Exponential families | R | 10-06 | Score and information | R | 10-08 | EXAM 1 | 10-13 | (cont’d) | 10-15 | Likelihood: consistency | R | 10-20 | (cont’d) | 10-22 | Likelihood: asymptotic normality | R | 10-27 | Likelihood: efficiency | 10-29 | Score, Wald, LRT | 11-03 | (cont’d) | 11-05 | Extended example: Poisson regression | 11-10 | Profile likelihood | 11-12 | Conditional likelihood | 11-17 | Marginal likelihood | 11-19 | EXAM 2 | 11-24 | No class: Thanksgiving break | 11-26 | No class: Thanksgiving break | 12-01 | Penalized likelihood | 12-03 | (cont’d) | 12-08 | Quasi likelihood | 12-10 | Pseudo likelihood | 
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