Course code

IFI8004.DT

old course code

IFI8004

Course title in Estonian

Mitmemõõtmeline statistika: dispersioon- ja regressioonanalüüs

Course title in English

Multivariate Statistics: Regression Models and Multivariate Analysis of Variance

ECTS credits

4.0

Assessment form

Examination

lecturer of 2024/2025 Spring semester

Not opened for teaching. Click the study programme link below to see the nominal division schedule.

lecturer of 2025/2026 Autumn semester

Not opened for teaching. Click the study programme link below to see the nominal division schedule.

Course aims

To create opportunities for acquiring theoretical knowledge and practical skills for understanding some most popular multivariate models for describing differences and relationships used in social sciences. Applying these techniques with the aid of statistical software SPSS.
The course is specially set up to support developing ones ability to interpret the results of statistical techniques.

Brief description of the course

Factoirial ANOVA, MANOVA, linear regression, logistic regression.
Course consists of seminar type lectures and practical classes where students are expected to be actively involved.

Learning outcomes in the course

Upon completing the course the student:
- understands the basic underlying assumptions of multivariate statistics;
- has got experience in setting up questions about data which lead to multivariate analysis of the differences and relationships;
- understands statistical concepts introduced during the course, knows the prerequisites for their correct application and can interpret the results of the analysis correctly;
- can recognise different types of variables and choose appropriate statistical techniques accordingly;
- can use the SPSS software with the aid of the manual for composing multivariate models introduced in the course.

Teacher

prof Katrin Niglas

Additional information

Recommended to have previous knowledge from subjects IFI7041 and IFI7044.

Study programmes containing that course

Information Society Technologies (IFITD/23.DT)
Demography (DIDD/23.YK)
Educational Sciences (KAKTD/23.HR)
Health Behaviour and Wellbeing (TSTD/23.LT)
Sociology (RASLD/23.YK)
Psychology (PSPSD/23.LT)
Demography (DIDD/22.YK)
Psychology (PSPSD/22.LT)
Health Behaviour and Wellbeing (TSTD/22.LT)
Information Society Technologies (IFITD/22.DT)
Educational Sciences (KAKTD/22.HR)
Sociology (RASLD/22.YK)
Information Society Technologies (IFITD/21.DT)
Educational Sciences (KAKTD/21.HR)
Sociology (RASLD/21.YK)
Demography (DIDD/21.YK)
Psychology (PSPSD/21.LT)
Health Behaviour and Wellbeing (TSTD/21.LT)
Educational Sciences (KAKTD/20.HR)
Ecology (MLECD/20.LT)
Information Society Technologies (IFITD/20.DT)
Demography (DIDD/20.YK)
Psychology (PSPSD/20.LT)
Sociology (RASLD/20.YK)
Health Behaviour and Wellbeing (TSTD/20.LT)
Psychology (PSPSD/19.LT)
Sociology (RASLD/19.YK)
Demography (DIDD/19.YK)
Information Society Technologies (IFITD/19.DT)
Ecology (MLECD/19.LT)
Educational Sciences (KAKTD/19.HR)
Health Behaviour and Wellbeing (TSTD/19.LT)
Psychology (PSPSD/18.LT)
Educational Sciences (KAKTD/18.HR)
Sociology (RASLD/18.YK)
Ecology (MLECD/18.LT)
Demography (DIDD/18.YK)
Health Behaviour and Wellbeing (TSTD/18.LT)
Information Society Technologies (IFITD/18.DT)
Psychology (PSPSD/17.LT)
Educational Sciences (KAKTD/17.HR)
Information Society Technologies (IFITD/17.DT)
Ecology (MLECD/17.LT)
Demography (DIDD/17.YK)
Sociology (RASLD/17.YK)
Health Behaviour and Wellbeing (TSTD/17.LT)
Psychology (PSPSD/16.LT)
Ecology (MLECD/16.LT)
Demography (DIDD/16.YK)
Information Society Technologies (IFITD/16.DT)
Educational Sciences (KAKTD/16.HR)
Sociology (RASLD/16.YK)
Health Behaviour and Wellbeing (TSTD/16.LT)
Ecology (MLECD/15.LT)
Psychology (PSPSD/15.LT)
Educational Sciences (KAKTD/15.HR)
Information Society Technologies (IFITD/15.DT)
Sociology (RASLD/15.YK)
Demography (DIDD/15.YK)
Information Society Technologies (IFITD/14.DT)
Sociology (RASLD/14.YK)
Ecology (MLECD/14.LT)
Psychology (PSPSD/14.LT)
Educational Sciences (KAKTD/14.HR)
Demography (DIDD/14.YK)
Information Society Technologies (IFITD/13.DT)
Educational Sciences (KAKTD/13.HR)
Ecology (MLECD/13.LT)
Psychology (PSPSD/13.LT)
Sociology (RASLD/13.YK)
Demography (DIDD/13.YK)
Demography (DIDD/12.YK)
Information Society Technologies (IFITD/12.DT)
Educational Sciences (KAKTD/12.HR)
Social Work (STSTD/12.YK)
Sociology (RASLD/12.YK)
Psychology (PSPSD/12.LT)
Ecology (MLECD/12.LT)
Psychology (PSPSD/11.LT)
Educational Sciences (KAKTD/11.HR)
Ecology (MLECD/11.LT)
Information Society Technologies (IFITD/11.DT)
Educational Sciences (KAKTD/10.HR)
Ecology (MLECD/10.LT)
Psychology (PSPSD/10.LT)
Information Society Technologies (IFITD/10.DT)
Educational Sciences (KAKTD/09.HR)
Psychology (PSPSM/10N.LT)
Psychology (PSPSM/07.LT)
Psychology (PSPSM/10-2.LT)
Psychology (PSPSM/10.LT)
Psychology (PSPSM/10-3.LT)
Psychology (PSPSM/08.LT)
Psychology (PSPSM/06.LT)