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