Opinto-oppaat
2018–2019
Arkistoitu opetussuunnitelma 2017–2019
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MTTTS14
Statistical Modeling 1
5
op
Organised by
Degree Programme in Mathematics and Statistics
Preceding studies
Recommended:
Corresponding course units in the curriculum
Learning outcomes
After the course, the student is able to apply modern statistical modeling tools especially for regression and classification problems.
Contents
-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
Evaluation
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
Luonnontieteiden tiedekunta
2018–2019
Archived Teaching Schedule. Please refer to current Teaching Shedule.
Luonnontieteiden tiedekunta