Multivariate Statistics: Regression Models and Multivariate Analysis of Variance
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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 2022/2023 Autumn semester
Katrin Niglas (language of instruction:English)
lecturer of 2022/2023 Spring 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
Educational Sciences (KAKTD/22.HR)
Psychology (PSPSD/22.LT)
Sociology (RASLD/22.YK)
Health Behaviour and Wellbeing (TSTD/22.LT)
Information Society Technologies (IFITD/22.DT)
Demography (DIDD/22.YK)
Health Behaviour and Wellbeing (TSTD/21.LT)
Educational Sciences (KAKTD/21.HR)
Demography (DIDD/21.YK)
Information Society Technologies (IFITD/21.DT)
Psychology (PSPSD/21.LT)
Sociology (RASLD/21.YK)
Ecology (MLECD/20.LT)
Sociology (RASLD/20.YK)
Information Society Technologies (IFITD/20.DT)
Demography (DIDD/20.YK)
Psychology (PSPSD/20.LT)
Health Behaviour and Wellbeing (TSTD/20.LT)
Educational Sciences (KAKTD/20.HR)
Information Society Technologies (IFITD/19.DT)
Educational Sciences (KAKTD/19.HR)
Health Behaviour and Wellbeing (TSTD/19.LT)
Psychology (PSPSD/19.LT)
Sociology (RASLD/19.YK)
Ecology (MLECD/19.LT)
Demography (DIDD/19.YK)
Demography (DIDD/18.YK)
Educational Sciences (KAKTD/18.HR)
Psychology (PSPSD/18.LT)
Information Society Technologies (IFITD/18.DT)
Health Behaviour and Wellbeing (TSTD/18.LT)
Sociology (RASLD/18.YK)
Ecology (MLECD/18.LT)
Health Behaviour and Wellbeing (TSTD/17.LT)
Sociology (RASLD/17.YK)
Psychology (PSPSD/17.LT)
Educational Sciences (KAKTD/17.HR)
Information Society Technologies (IFITD/17.DT)
Ecology (MLECD/17.LT)
Demography (DIDD/17.YK)
Information Society Technologies (IFITD/16.DT)
Health Behaviour and Wellbeing (TSTD/16.LT)
Psychology (PSPSD/16.LT)
Ecology (MLECD/16.LT)
Demography (DIDD/16.YK)
Sociology (RASLD/16.YK)
Educational Sciences (KAKTD/16.HR)
Demography (DIDD/15.YK)
Educational Sciences (KAKTD/15.HR)
Ecology (MLECD/15.LT)
Psychology (PSPSD/15.LT)
Sociology (RASLD/15.YK)
Information Society Technologies (IFITD/15.DT)
Educational Sciences (KAKTD/14.HR)
Sociology (RASLD/14.YK)
Psychology (PSPSD/14.LT)
Ecology (MLECD/14.LT)
Demography (DIDD/14.YK)
Information Society Technologies (IFITD/14.DT)
Ecology (MLECD/13.LT)
Demography (DIDD/13.YK)
Sociology (RASLD/13.YK)
Psychology (PSPSD/13.LT)
Information Society Technologies (IFITD/13.DT)
Educational Sciences (KAKTD/13.HR)
Psychology (PSPSD/12.LT)
Social Work (STSTD/12.YK)
Demography (DIDD/12.YK)
Ecology (MLECD/12.LT)
Information Society Technologies (IFITD/12.DT)
Educational Sciences (KAKTD/12.HR)
Sociology (RASLD/12.YK)
Information Society Technologies (IFITD/11.DT)
Educational Sciences (KAKTD/11.HR)
Ecology (MLECD/11.LT)
Psychology (PSPSD/11.LT)
Ecology (MLECD/10.LT)
Psychology (PSPSD/10.LT)
Educational Sciences (KAKTD/10.HR)
Information Society Technologies (IFITD/10.DT)
Educational Sciences (KAKTD/09.HR)
Psychology (PSPSM/10.LT)
Psychology (PSPSM/10N.LT)
Psychology (PSPSM/07.LT)
Psychology (PSPSM/10-3.LT)
Psychology (PSPSM/10-2.LT)
Psychology (PSPSM/08.LT)
Psychology (PSPSM/06.LT)
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