Notifications
The official language of instruction is English. Unofficially, we use any language we are comfortable with.
The course starts with a lecture on Monday Sep. 29 at 14:00, room K3.
Schedule
Lectures | |||
Monday | 14:00 - 15:30 | K3 | |
Tuesday | 15:40 - 17:10 | K3 | |
Tutorial Classes (Link to Moodle) | |||
Wednesday | 14:00 - 15:30 | K4 | Instructor: Marek Omelka |
Course Materials
Lecture notes covering the first 9 chapters of the lecture are available below. Another link below downloads old regression lecture notes authored by Arnošt Komárek. Almost all the topics are covered there, although in a different order and a different level of detail. The last link is a textbook that can be used as a complementary resource.
- Unfinished lecture notes (dated Sep. 9, 2025).
- A slideshow of pictures used in the lectures.
- Lecture notes from 2021/22 by Arnošt Komárek
-
Yan, X. and Su, X. (2009)
Linear Regression Analysis: Theory And Computing. Singapore: World Scientific. 2009. Available to students of Charles Univeristy as an online e-book.
Requirements for Credit/Exam
Tutorial Credit:
The credit for the tutorial sessions will be awarded to the student who satisfies the following two conditions:
- Regular small assignments: A student needs to prepare acceptable solutions to at least 10 out of 12 tutorial class assignments. An assignment can be solved either during the corresponding tutorial class or the solution needs to be submitted within a pre-specified deadline.
- Project: A student needs to submit a project satisfying the requirements given in the assignment. A corrected version of an unsatisfactory project can be resubmitted once.
The nature of these requirements precludes any possibility of additional attempts to obtain the tutorial credit (with the exceptions listed above).
Exam:
The tutorial credit is required to register for the exam.
The exam has two parts: written and oral, both conducted on the same day. The exam grade is a combined evaluation of your performance at the written and oral parts.