This course introduces various methods of multivariate analysis often used in education, such as Factor analysis, Cluster analysis, Regression analysis, and Multidimensional scaling.
To master how to use multivariate statistical methods.
Multivariate analysis, Factor analysis, Cluster analysis, Regression analysis, Multidimensional scaling
✔ Specialist skills | Intercultural skills | Communication skills | Critical thinking skills | Practical and/or problem-solving skills |
The instructor will lecture on each topic.
Course schedule | Required learning | |
---|---|---|
Class 1 | Introduction | |
Class 2 | Multidimensional scaling | |
Class 3 | Cluster analysis | |
Class 4 | Regression analysis | |
Class 5 | Factor analysis | |
Class 6 | Structural equation models | |
Class 7 | Miscellaneous method | Learn about other statistical methods. |
Class 8 | Review |
Handouts will be prepared.
Will be introduced when necessary.
attendance: 20%
exam: 80%
Equivalent knowledge of LAT.A401 and LAT.A403