This is an assignment for my Multivariate Statistical Analysis 1 course.
Description
Testing variables for multicollinearity, multivariate normality and analyzing outliers and missing values.
- Multicollinearity test
- Missing value analysis
- Outlier analysis
- Multivariate normality tests
- Variable transformation (Log)
Data Set
Everybody was randomly assigned with 8 variables.
I created a version with missing variables for the 3rd task.
Both data sets are available here.