STK4100 – Introduction to generalized linear models
Schedule, syllabus and examination date
Generalized linear models including logistic regression, Poisson regression and overdispersion models. Longitudinal data and time series. Survival and event history analysis. Analysis of dependent data.
The course gives background for performing more complex statistical analysis.
Students who are admitted to study programmes at UiO must each semester register which courses and exams they wish to sign up for in Studentweb.
If you are not already enrolled as a student at UiO, please see our information about admission requirements and procedures.
Recommended previous knowledge
STK1100 – Probability and statistical modelling, STK1110 – Statistical methods and data analysis 1, STK2120 – Statistical Methods and Data Analysis 2 (discontinued), MAT1100 – Calculus, MAT1110 – Calculus and linear algebra and MAT1120 – Linear algebra.
- 10 credits overlap with STK3100 – Introduction to generalized linear models
- 5 credits overlap with STK4900 – Statistical methods and applications
- 5 credits overlap with STK9900 – Statistical methods and applications
- 10 credits overlap with STK2000 – Some central models and methods in statistic (discontinued)
- 5 credits overlap with STK3900 – Statistical methods and applications (discontinued)
10 credits with and ST-IN216. 5 credits with ST202, ST213 and ST301. 3 credits with ST202A.
* The information about overlaps is not complete. Contact the department for more information if necessary.
3 hours of lectures and 2 hours of topics examined in plenum.
2 mandatory assignments, written with (LaTeX), the typesetting software for academic writing in mathematics.
Final written examination.
Examination support material
Approved calculator and formula lists for STK1100/ STK1110 and STK1120.
Language of examination
Subjects taught in English will only offer the exam paper in English.
You may write your examination paper in Norwegian, Swedish, Danish or English.
Grades are awarded on a scale from A to F, where A is the best grade and F is a fail. Read more about the grading system.
Explanations and appeals
Resit an examination
This course offers both postponed and resit of examination. Read more:
Withdrawal from an examination
It is possible to take the exam up to 3 times. If you withdraw from the exam after the deadline or during the exam, this will be counted as an examination attempt.
Special examination arrangements
Application form, deadline and requirements for special examination arrangements.
The course is subject to continuous evaluation. At regular intervals we also ask students to participate in a more comprehensive evaluation.