We will cover the following chapters:
1. Multivariate distributions
2. Prediction and correlation
3. Estimation of location and scatter
4. Classification and discriminant analysis
5. Dimension reduction and coordinate selection
The course follows the lecture notes by Lutz Dümbgen (FS 2014, in German). Further literature recommendations can be found in the lecture notes which are available for download.