Elements of statistics
MATH0487-2, University of Liège, Fall 2020
Lecturer: Pierre Sacré
Teaching assistants: Arnaud Delaunoy, Antoine Dubois, Antoine Evens, Hélène Huaux
Student instructors: Antoine Debor, Loris Mendolia
When: Tuesday at 8.15 am
Classroom: Virtual
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We'll be using Ed Discussion for Q&A, sign up here: https://us.edstem.org/join/dEBTmF (use your @student.uliege.be email). An announcement about the course organization is waiting for you there.
Schedule
This tentative schedule is subject to change.
| Date | Topic |
|---|---|
| Tue 15/09 | (no class) |
| Tue 22/09 | Lecture 0: Overview [slides] [screencast, 10 min] Lecture 1: Introduction [slides] [screencast, 50 min] Lecture 2: Models, likelihood, and estimation [slides] [screencast, 45 min] |
| Tue 29/02 | Problem set 1 [handout], [screencasts: 1.1, 1.2, 1.3] |
| Tue 06/10 | Lecture 3: Point estimation [slides] [screencasts: MOM, 20 min; MLE, 45 min; Bayes, 25 min] |
| Tue 13/10 | Problem set 2 [handout], [screencasts: 2.1, 2.2, 2.3] |
| Tue 20/10 | Lecture 3: Point estimation [slides] [screencast: bias-variance, 60 min] Lecture 4: Interval estimation [slides] [screencast, 35 min] Ask your questions on Ed Discussion! |
| Tue 27/10 | Problem set 3 [handout], [screencasts: 3.1, 3.2, 3.3, 3.4] |
| Tue 03/11 | (no class) |
| Tue 10/11 | Homework instructions [assignment] |
| Tue 17/11 | Homework time |
| Tue 24/11 | Lecture 5: Hypothesis testing (part I) [slides] [screencasts: part 1, 55 min, part 2, 55 min] |
| Tue 01/12 | Problem set 4 [handout], [screencasts: 4.1, 4.2, 4.3, 4.4] |
| Tue 08/12 | Lecture 6: Hypothesis testing (part II) [slides] [screencasts: part 1, 20 min, part 2, 30 min, part 3, 25 min, part 4, 15 min] |
| Tue 15/12 | Problem set 5 [handout], [screencasts: 5.1, 5.2, 5.3, 5.4] |