Statistical and Numerical Methods for Chemical Engineers
Autumn semester 2017
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 22, 2017:
Slides
| Week | Topic |
|---|---|
| Week 1
(November 22, 2017) |
Linear regression |
| Week 2
(November 29, 2017) |
Nonlinear regression |
| Week 3
(December 06, 2017) |
Design of experiment: Response Surface Methods |
| Week 4
(December 13, 2017) |
Multivariate Statistics: Principal Component Analysis |
| Week 5
(December 20, 2017) |
Regression with Many Predictors |
Script
Literature
- W. A. Stahel, Statistische Datenanalyse, Vieweg, 4th edition 2002