STK4140 - Experimental design
Principles of experimental design. Autual problems from agriculture and industry. 2n and 3n factorial experiments. Blocking and confounding. Incomplete blocks. Partial repetitions. Variance and bias with different choices of experimental design. Response surface methods.
An essential part of the course consists of discussions of different methods used in the design of experiments and of how these methods are connected to statistical models. After completing the course you will be able to design simple experiments yourself and have a general insight into how data analysis is done in connection to designed experiments.
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 and one of the following courses: STK2100 - Machine learning and statistical methods for prediction and classification, STK2120 - Statistical Methods and Data Analysis 2 (discontinued) or STK3100 - Introduction to generalized linear models
10 credits overlap with STK9140 - Experimental Design
The information about overlaps is not complete. Contact the department for more information if necessary.
3 hours of lectures/exercises per week.
Depending on the number of students, the exam will be in one of the following four forms:
1.Only written exam
2.Only oral exam
3.A project paper followed by a written exam.
4.A project paper followed by an oral exam/hearing.
For the latter two the project paper and the exam counts equally and the final grade is based on å general impression after the final exam. (The two parts of the exam will not be indivdually graded.)
What form the exam will take will be announced by the teaching staff within October 15th for the autumn semester and March 15th for the spring semester.
Examination support material
Permitted aids at the exam if written: Approved calculator.
Information about approved calculators (Norwegian only)
Oral exam: no aids permitted
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.