Course - Linear Statistical Models - TMA4267
TMA4267 - Linear Statistical Models
About
Examination arrangement
Examination arrangement: School exam
Grade: Letter grades
| Evaluation | Weighting | Duration | Grade deviation | Examination aids |
|---|---|---|---|---|
| School exam | 100/100 | 4 hours | C |
Course content
Random vectors. Multivariate normal distribution. Multiple linear regression. Analysis of variance. Multiple hypothesis testing. Design of experiments.
Learning outcome
1. Knowledge. The student has strong theoretical knowledge about the most popular statistical models and methods that are used in science and technology, with emphasis on regression-type statistical models. The statistical properties of the multivariate normal distribution are well known to the student, and the student is familiar with the role of the multivariate normal distribution within linear statistical models.
2. Skills. The student knows how to design an experiment and how to collect informative data of high quality to study a phenomenon of interest. Subsequently, the student is able to choose a suitable statistical model, apply sound statistical methods, and perform the analyses using statistical software. The student knows how to present the results from the statistical analyses, and how to draw conclusions about the phenomenon under study.
Learning methods and activities
Lectures, exercises and a written exam.
Compulsory assignments
- Exercises
Further on evaluation
Retake of examination may be given as an oral examination. The retake exam is in August.
Students are free to choose Norwegian or English for written assessments.
Recommended previous knowledge
The course is based on TMA4240/4245 Statistics, or equivalent.
Course materials
Will be announced at the start of the course.
Credit reductions
| Course code | Reduction | From | To |
|---|---|---|---|
| TMA4255 | 5.0 | AUTUMN 2008 | |
| TMA4260 | 5.0 | AUTUMN 2008 | |
| TMA4270 | 2.5 | AUTUMN 2008 | |
| ST2202 | 5.0 | AUTUMN 2008 | |
| SIF5068 | 5.0 | AUTUMN 2008 | |
| SIF5038 | 2.5 | AUTUMN 2008 |
Version: 1
Credits:
7.5 SP
Study level: Third-year courses, level III
Term no.: 1
Teaching semester: SPRING 2025
Language of instruction: English
Location: Trondheim
- Statistics
- Technological subjects
Department with academic responsibility
Department of Mathematical Sciences
Examination
Examination arrangement: School exam
- Term Status code Evaluation Weighting Examination aids Date Time Examination system Room *
- Spring ORD School exam 100/100 C INSPERA
-
Room Building Number of candidates - Summer UTS School exam 100/100 C INSPERA
-
Room Building Number of candidates
- * The location (room) for a written examination is published 3 days before examination date. If more than one room is listed, you will find your room at Studentweb.
For more information regarding registration for examination and examination procedures, see "Innsida - Exams"