topics in probability

Logo

course website for ubc stat 547c fall 2019-20

Schedule (subject to change, last updated 9/19/19)

Abbreviations:

Class meeting Date Notes Topics Readings (required) Readings (supplemental) Homework (out) Homework (due)
1 9/4   Intro & logistics; motivation        
               
2 9/9   Measurable spaces Ç I.1   Assignment 1  
3 9/11   Measurable spaces continued; measurable functions Ç I.2      
               
4 9/16   Measurable functions continued; measures Ç I.2-3      
5 9/18   Measures continued        
               
6 9/23   Probability spaces; random variables; distributions Ç II.1, II.4; G 2.2 (skip sec. 2.2.2) G&S 1.1-1.3; G 1.3; D 1.2; G&S 2*    
7 9/25   Integration Ç I.4 D 1.4-5; B 3.15-17   Assignment 1
- 9/27         Assignment 2  
               
8 9/30   Integration and expectation Ç I.4, II.2 D 1.6; G 2.5-8; G 4; G&S 5    
9 10/2   Expectation; changes of measure; inequalities Ç I.5, II.2      
               
10 10/7   Transforms; independence Ç II.2, II.5 G 5, 6; D 2*    
11 10/9   Conditional expectation (guest lecturer) Ç IV.1      
- 10/11           Assignment 2
               
12 10/14 Thanksgiving No class        
13 10/16 MIDTERM MIDTERM (regular time and location)        
               
14 10/21   Conditional expectations; conditional probability Ç IV.1-3; Ç I.6 G 2.9; G&S 1.4, 3.7, 4.6; D 1.7; B 3.18 Assignment 3  
15 10/23   Conditioning continued; conditional independence Ç IV.1-3 B 6.33-34    
               
16 10/28   Conditional independence continued; martingales Ç IV.4      
17 10/30   Martingales; convergence tbd      
               
18 11/4   Martingales; convergence tbd      
19 11/6   Poisson random measures tbd   Assignment 4 Assignment 3
               
20 11/11 Remembrance Day No class        
21 11/13   Poisson random measures tbd      
               
22 11/18   Brownian motion tbd      
23 11/20   Brownian motion tbd      
               
24 11/25   Markov chains tbd     Assignment 4
25 11/27   Symmetry and invariance tbd