Statistical and Numerical Methods for Chemical Engineers (Part on Statistics)

Fall Semester 2016

General information

Instructor: Patric Müller
Email: muellepa@stat.math.ethz.ch
Lecture: Wednesday 8-10, HG E 33.1

Lectures

23.11.2016 Linear Regression
30.11.2016 Nonlinear Regression
07.12.2016 Response Surface Methods
14.12.2016 Multivariate Statistics: Principal Component Analysis
21.12.2016 PCA and Regression with Many Predictors

Lecture Notes

Part 1: Linear and Nonlinear Regression [PDF]
Part 2: Design of Experiments [PDF]
Part 3: Multivariate Statistics [PDF]
All Parts:Statistical and Numerical Methods for Chemical Engineers: Part on Statistics [PDF]

If you find any errors, inconsistencies or parts that you think need further explanation, please let me know.