Statistical and Numerical Methods for Chemical Engineers
Autumn semester 2019
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: September 18, 2019
Slides
| Week | Topic |
|---|---|
| Week 1
(September 18, 2019) |
Simple linear regression |
| Week 2
(September 25, 2019) |
Multiple linear regression |
| Week 3
(October 02, 2019) |
Nonlinear regression |
| Week 4
(October 23, 2019) |
Design of experiment: Response Surface Methods |
| Week 5
(November 06, 2019) |
Multivariate Statistics: Principal Component Analysis |
Further reading
- Script
- W. A. Stahel, Statistische Datenanalyse, Vieweg, 4th edition 2002