This is a companion exercise course of LAT.A402 in which students learn how to use R to do the multivariate analysis of educational data.
Master how to do the multivariate analysis using R.
Statistical package, R, ICT Problem solving,Statistical perspective, Multivariate analysis
✔ Specialist skills | Intercultural skills | Communication skills | Critical thinking skills | Practical and/or problem-solving skills |
We set up two classes, “Strictery and Explanation of Typical Analysis Methods” and “Review of Lectures → Overcoming Stumbles and Confirmation of Cautions → Applied Tasks”.
Course schedule | Required learning | |
---|---|---|
Class 1 | Regression | Regression |
Class 2 | Factor analysis | Factor analysis |
Class 3 | Factor analysis | Factor analysis |
Class 4 | Cluster analysis and Classification of observations | Cluster analysis and Classification of observations |
Class 5 | Cluster analysis and Classification of observations | Cluster analysis and Classification of observations |
Class 6 | Comprehensive analysis exercise | Comprehensive analysis exercise |
Class 7 | Comprehensive analysis exercise | Comprehensive analysis exercise |
Class 8 | review test and presentation | total review |
Handouts will be provided.
Introduced when necessary.
attendance: 20%
assignment: 40%
review test: 40%
Equivalent knowledge of LAT.A403