Uusi opinto-opas (sisältäen myös opetusohjelmat) lukuvuodelle 2018-2019 sijaitsee osoitteessa https://opas.peppi.utu.fi . Tältä sivustolta löytyvät enää vanhat opinto-oppaat ja opetusohjelmat.

The new study guide (incl. teaching schedules) for academic year 2018-2019 can be found at https://studyguide.utu.fi. This site contains only previous years' guides.

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Archived teaching schedules 2017–2018
You are browsing archived teaching schedule. Current teaching schedules can be found here.
EKEH1132 Applied multivariate methods in Food Sciences 3 ECTS
Period I Period II Period III Period IV
Language of instruction
Type or level of studies
Advanced studies
Course unit descriptions in the curriculum
Food Development
Department of Biochemistry

Learning outcomes

Student learns the basics of various common statistical methods used in Food Sciences. Student learns to interpret the univariate and multivariate models and knows the basics about creating them.

General description

Univariate and multivariate methods from a food scientist's point of view. Introduction to different statistical methods (e.g. t-tests, ANOVA, PCA, PLS-DA, PLS regression) and interpretation of the results with practical examples.

Teacher responsible

Oskar Laaksonen


1-Nov-2017 – 23-Nov-2017
Lectures 10 h
Wed 1-Nov-2017 at 12-14, Arc2, Arcanum
Wed 8-Nov-2017 at 12-14, Arc2, Arcanum 2nd floor
Thu 9-Nov-2017 at 12-14, Arc2, Arcanum 2nd floor
Fri 10-Nov-2017 at 12-14, Arc2, Arcanum 2nd floor
Wed 22-Nov-2017 at 14-16, Pub4, Publicum
Thu 23-Nov-2017 at 14-16, Arc2, Arcanum
Exercises 6 h
Wed 15-Nov-2017 at 14-16, Computer class A252, Arcanum 2nd floor
Thu 16-Nov-2017 at 14-16, Computer class A252, Arcanum 2nd floor



Further information

Course includes student presentations and 6 h exercises which consist of 2 h demonstrations in computer class and 4 h exercises in pairs/groups. Details about the exercises and needed tasks are given after registration deadline before the first lecture.