Statistical and Numerical Methods for Chemical Engineers
Autumn semester 2025
General information
| Lecturer | Patric Müller |
|---|---|
| Lectures | Wed 08-10 HG E 33.1 >> |
| Course catalogue data | >> |
Course content
This course covers common numerical algorithms and statistical methods used by chemical engineers to solve typical problems arising in industrial and research practice.
Announcements
-
Start of the statistical part: November 19, 2025
Slides
| Week | Topic |
|---|---|
| Week 1
(November 19, 2025) |
Simple linear regression |
| Week 2
(November 26, 2025 |
Multiple linear regression |
| Week 3
(December 3, 2025) |
Nonlinear regression |
| Week 4
(December 10, 2025) |
Design of experiment: Response Surface Methods |
| Week 5
(December 17, 2025) |
Multivariate Statistics: Principal Component Analysis |
Exercises
Further reading
- Script
- Lukas Meier, Wahrscheinlichkeitsrechnung und Statistik, Springer, Berlin, 2020.
- W. A. Stahel, Statistische Datenanalyse, Vieweg, 4th edition 2002