Elements of statistics

MATH0487-2, University of Liège, Fall

Instructors:
Lecturer: Pierre Sacré
Teaching assistants: Antoine Debor, Antoine Evens, Jérôme Pierre
Student instructors: Tom Beauve, Yanis Geurts, Lilou Pollart

When: Tuesdays, 8:15am-10:15am.

Where: check on Celcat.

Communication: Ed Discussion is our primary digital channel for communication about the course. Sign up here: *new sign up link* (choose EU region, use your @student.uliege.be email address). An announcement about the course organization is waiting for you there.

Announcements

Back to menu

Schedule and materials

Slides are made available as the semester progresses.

This tentative schedule is subject to change.

Date Topics
Tue 15/09 Overview [slides, notebook]
Introduction [slides, notebook]
Models, likelihood, estimation, and method of moments [slides, notebook]
Tue 22/09 Loss functions, bias-variance tradeoff, and asymptotics [slides, notebook]
Tue 29/09 Exercises 1 [list]
Tue 06/10 Maximum likelihood estimation [slides, notebook]
Tue 13/10 Exercises 2 [list]
Tue 20/10 Confidence intervals [slides, notebook]
Tue 27/10 No class (Fall holidays)
Tue 03/11 Exercises 3 [list]
Tue 10/11 Regression [slides, notebook]
Tue 17/11 Exercises 4 [list]
Tue 24/11 Hypothesis testing [slides, notebook]
Tue 01/12 Exercises 5 [list]
Tue 08/12 Bayesian statistical inference [slides, no notebook]
Tue 15/12 Exercises 6 [list]

Back to menu

Additional materials

Most relevant books (see on myULiège):

Lecture slides from MATH0062 2023-2024 [slides].

Back to menu

Archives

Back to menu