 | | |
| STAL0003-2 | Statistical process control
|
|
| Duration : | 36h Th |
|
| Number of credits : |
|
|
| Lecturer : | Rodolphe Palm |
|
Language(s) of instruction :
|
| French language |
|
Course contents :
|
| Elements of theoretical statistics
- descriptive statistics
- probability distributions
- principles of statistical inference
Regression and modelling
- simple linear regression
- linear modelling
- relation between model and experimental design
Design of experiments
- experimental cycle
- catalogue of experimental design
- fractional design; designs for mixture factor
Control charts
- for variables
- for attributes |
|
Learning outcomes of the course :
|
| To master some theoretical and practical principles in experimental design and statistical process control.
After completing the course the student is expected to
- be able to summarise data,
- correctly interpret the results of usual statistical inference,
- design and analyse correctly usual experimental designs,
- be able to implement Shewhart control charts. |
|
Prerequisites and co-requisites/ Recommended optional programme components :
|
| Basic skills in applied statistics, for example :
- STAT1207-1 Applied statistics |
|
Planned learning activities and teaching methods :
|
| Lectures
Exercises |
|
Mode of delivery (face-to-face ; distance-learning) :
|
| Face-to-face |
|
Recommended or required readings :
|
| Syllabus |
|
Assessment methods and criteria :
|
| Written examination (100 %) |
|
Organizational remarks :
|
| Lectures : 18 h
Practical Works : 18 h |
|
Contacts :
|
| Palm, Rodolphe (Professeur)
Enseignement et recherche
081 62 24 79
Rodolphe.Palm@ulg.ac.be |
|
