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.
R, Statistical package,
Multivariate analysis, Factor analysis, Cluster analysis, Regression analysis, Multidimensional scaling
|Intercultural skills||Communication skills||Specialist skills||Critical thinking skills||Practical and/or problem-solving skills|
Students will do the assignment with the help of instructors.
|Course schedule||Required learning|
|Class 2||Multidimensional scaling|
|Class 3||Cluster analysis|
|Class 4||Regression analysis||Explaining one variable by others|
|Class 5||Factor analysis||Analyzing the relationships among variables.|
|Class 6||Structural equation models||Construction of statistical models using SEM.|
|Class 7||Miscellaneous method|
Handouts will be provided.
Introduced when necessary.
Equivalent knowledge of LAT.A401, LAT.A402, and LAT.A402