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PNS0233

Multivariate statistics and experimental design

The course will give an overview of common multivariate statistical methods in food science and biology. Major aspects of study experimental design will also be discussed.



Specifically, the course will cover following topics:

-Factorial Design

-Data transformations

-Multilevel Categoric Design (General Factorial)

-Split-Plot Designs

-Multivariate concepts

-Data import and handling

-Principal Component Analysis

-Outlier detection

-Regression methods

-Validation methods

Kursplan och övrig information