Course detail
Design of Experiment
FSI-9PLEAcad. year: 2025/2026
Introduction. Strategy for experimental design. Interaction. Two-dimensional models. Orthogonal design. Rotatable design. Central composite design. Mixture design
Language of instruction
Mode of study
Guarantor
Department
Entry knowledge
Rules for evaluation and completion of the course
Exam will consist of a presentation of student's own usage of design of experiment (DoE) preferably in a field of student's own research/interest.
Lecture optional
Aims
The aim of the course is to acquaint students with the basic procedures used in effective experimentation and corresponding statistical analysis. The task of the course is to show that it is not enough to do it some experiment, but it is most necessary to look at the results after analysing the resulting model.
Student will be able to plan and statistically evaluate scientific experiment.
Study aids
Prerequisites and corequisites
Basic literature
Montgomery, D.C.:: Design and Analysis of Experiments.. John Wiley & Sons. New Zork, 1991.
Recommended reading
Jarošová, E.:: Navrhování experimentů.. EO VŠE. Praha, 1998.
Classification of course in study plans
- Programme D-IME-P Doctoral 1 year of study, summer semester, recommended course
Type of course unit
Lecture
Teacher / Lecturer
Syllabus
1. Introduction
2. Linear regression.
3. Regression diagnostic.
4. DoE intro.
5. Factorial 2^k DoE.
6. Blocks and ceter points in factorial DoE.
7. DoE with covariate
8. Partial (fractional) factorial plans
9. Central composite design
10. Mixture design.