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MTTTS14 Statistical Modeling 1 5 op
Organised by
Degree Programme in Mathematics and Statistics
Preceding studies
Corresponding course units in the curriculum
Informaatiotieteiden yksikkö
Curricula 2015 – 2017
MTTTS14 Statistical Modeling 1 5 ECTS

Learning outcomes

After the course, the student is able to apply modern statistical modeling tools especially for regression and classification problems.


-Introduction to modeling
-Short introduction to R and R packages used on the course
-Non-linear models
-Generalized (non)linear models
-Random effects/mixed effects models

Modes of study

Option 1
Available for:
  • Degree Programme Students
  • Other Students
  • Open University Students
  • Doctoral Students
  • Exchange Students
lectures, exercises, practical work, exam  Participation in course work 
In English


Numeric 1-5.

Study materials

Gareth, Witten Hastie and Tibshirani (2013). An Introduction to Statistical Learning – with Application in R.

Belongs to following study modules

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Archived Teaching Schedule. Please refer to current Teaching Shedule.
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