Elements of statistics

MATH0487-2, University of Liège, Fall

Instructors:
Lecturer: Pierre Sacré
Teaching assistants: Antoine Debor, Antoine Evens, Jérôme Pierre
Student instructors: Benjamin Keutgen, Bérémice Rauw, ??

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: (use your @student.uliege.be email address). If you haven't received a registration email by the first day of the class, send an email to . An announcement about the course organization is waiting for you there.

Announcements

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Schedule and materials

Slides are made available as the semester progresses.

This tentative schedule is subject to change.

Date Topics
Tue 17/09 Overview [slides]
Introduction [slides]
Models, likelihood, estimation, and method of moments [slides]
Tue 24/09 Loss functions, bias-variance tradeoff, and asymptotics [slides]
Tue 01/10 Exercises 1 [list]
Tue 08/10 Maximum likelihood estimation [slides]
Tue 15/10 Exercises 2 [list]
Tue 22/10 Confidence intervals [slides]
Tue 29/10 No class (All Saints' holidays)
Tue 05/11 Exercises 3 [list]
Tue 12/11 Regression [slides]
Tue 19/11 Exercises 4 [list]
Tue 26/11 Hypothesis testing [slides]
Tue 03/12 Exercises 5 [list]
Tue 10/12 Bayesian statistical inference [slides]
Tue 17/12 Exercises 6 [list]

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Additional materials

Most relevant books (see on myULiège):

Lecture slides from MATH0062 2023-2024 [slides].

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Archives

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