Instructor: Likai Chen (likai.chen[at]wustl.edu)
This a temporary schedule and will be updated as the semester goes.
| Week | Topic | Chapters | Homeworks | Handouts |
|---|---|---|---|---|
| Week 1: MLK , 01/18, 01/20 | LLN | AL 8.1-8.4 | ||
| Week 2:01/23, 01/25, 01/27 | LLN | AL 8.1-8.4, 8.6* | ||
| Week 3: 01/30, 02/01, 02/03 | CLT | AL 11.1-11.4 | ||
| Week 4: 02/06, 02/08, 02/10 | CLT, converge in distribution, distribution function | AL 11.1-11.4, notes | ||
| Week 5: 02/13, 02/15, 02/17 | UMP | |||
| Week 6: 02/20, 02/22, 02/24 | UMP | |||
| Week 7: 02/27, 03/01, 03/03 | UMPU, UMPI | |||
| Week 8: 03/06, Midterm, 03/10 | ||||
| Week 9: spring break | ||||
| Week 10: 03/20, 03/22, 03/24 | Bayes estimate | S 4.1 | ||
| Week 11: 03/27, 03/29, 03/31 | Bayes estimate | S 4.1 and notes | ||
| Week 12: 04/03, 04/05, 04/07 | Maximum Likelihood | S 4.4 | ||
| Week 13: 04/10, 04/12, 04/14 | Order | |||
| Week 14: 04/17, 04/19, 04/21 | Martingale, concentration inequality | |||
| Week 15: 04/24, 04/26, 04/28 | ||||
| Week 16: Final week |