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Archived Curricula Guide 2015–2017
Curricula Guide is archieved. Please refer to current Curricula Guides
MTTTA6 Regression analysis 5 ECTS
Organised by
Degree Programme in Mathematics and Statistics
Preceding studies
Recommended:
Corresponding course units in the curriculum
School of Information Sciences
Curricula 2012 – 2015
MTTTA6 Regression analysis 5 ECTS

Learning outcomes

After completing the course the student can fit a linear regression model to empirical data and can derive and prove the basic results of linear regression analysis including its sum-of-squares decomposition. Additionally the student can perform linear regression analysis based on matrix operations with some statistical software.

Contents

Linear regression analysis with one explanatory variable, graphical inspection, defining a linear model, parameter estimation, hypothesis testing, specific regression models, problems related to building a regression model.

Modes of study

Option 1
Available for:
  • Degree Programme Students
  • Other Students
  • Open University Students
  • Doctoral Students
  • Exchange Students
lectures, exercises, exam  Participation in course work 
In Finnish
In English
Option 2
Available for:
  • Degree Programme Students
  • Other Students
  • Open University Students
  • Doctoral Students
  • Exchange Students
written exam  Written exam 
In Finnish
In English

Evaluation

Numeric 1-5.

Belongs to following study modules

School of Information Sciences
Other intermediate studies
School of Information Sciences
Other intermediate studies
2016–2017
Teaching
Archived Teaching Schedule. Please refer to current Teaching Shedule.
Period I Period II Period III Period IV
MTTTA6 Regression Analysis
For Open University students only
Period I Period II Period III Period IV
MTTTA6 Regression Analysis
School of Information Sciences
Degree Programmes