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
|Intercultural skills||Communication skills||Specialist 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 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.
review test: 40%
Equivalent knowledge of LAT.A403