Course detail
Design of Experiment
FSI-9PLE Acad. year: 2025/2026 Summer semester
Introduction. Strategy for experimental design. Interaction. Two-dimensional models. Orthogonal design. Rotatable design. Central composite design. Mixture design
Language of instruction
Czech
Supervisor
Department
Entry knowledge
None
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.
The study programmes with the given course
Programme D-IME-P: Applied Mechanics, Doctoral, recommended course
Type of course unit
Lecture
20 hours, optionally
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.