course website for ubc stat 547c fall 2021 (Winter Term 1)
As of October 13, we’re one class meeting behind the schedule below.
Required readings are from Jacod and Protter, Probability Essentials, 2nd edition (2004).
Class meeting | Date | Notes | Topics | Readings (required) | Readings (supplemental) | Assignments (out) | Assignments (due) |
---|---|---|---|---|---|---|---|
1 | 9/8 | Intro & logistics; big picture | Ch. 1 | ||||
2 | 9/13 | Axioms | Ch. 2 | ||||
3 | 9/15 | Basic probability | Ch. 3-4 | Assignment 1 | |||
4 | 9/20 | Random variables on countable spaces | Ch. 5 | ||||
5 | 9/22 | Construction of a probability measure | Ch. 6 | Assignment 2 | Assignment 1 | ||
6 | 9/27 | Construction of a probability measure on the real line | Ch. 7 | ||||
7 | 9/29 | Random variables | Ch. 8 | Assignment 3 | Assignment 2 | ||
8 | 10/4 | Integration and expectation - part 1 | Ch. 9 | ||||
9 | 10/6 | Integration and expectation - part 2 | Ch. 9 | Assignment 3 | |||
- | 10/11 | No class | |||||
10 | 10/13 | Independent random variables | Ch. 10 | Assignment 4 | |||
11 | 10/18 | Probability distributions on the real line, R | Ch. 11 | ||||
12 | 10/20 | Probability distributions on Rn | Ch. 12 | Assignment 5 | Assignment 4 | ||
13 | 10/25 | Probability distributions continued, review | |||||
14 | 10/27 | TBD, midterm (take-home) | Assignment 5 | ||||
15 | 11/1 | Characteristic functions and sums of random variables | Ch. 13-15 | ||||
16 | 11/3 | Gaussian random variables | Ch. 16 | Assignment 6 | |||
17 | 11/8 | Convergence of random variables | Ch. 17 | ||||
- | 11/10 | No class | |||||
17 | 11/15 | Weak convergence | Ch. 18 | ||||
18 | 11/17 | Weak convergence and characteristic functions, laws of large numbers | Ch. 19-20 | Assignment 7 | Assignment 6 | ||
19 | 11/22 | Central Limit Theorem | Ch. 21 | ||||
20 | 11/24 | L2 and Hilbert spaces | Ch. 22 | Assignment 8 | Assignment 7 | ||
21 | 11/29 | Conditional expectation! - part 1 | Ch. 23 | ||||
22 | 12/1 | Conditional expectation! - part 2 | Ch. 23 | Assignment 8 | |||
23 | 12/6 | Conditional probability, Markov kernels, etc. | tbd |