T3: Statistical data analysis
Format
Block course, 1 week
Contents
Introduction to probability theory and statististics with a foucs on paramteric statistical methods; Supervised statistical learning theory (nonparametric function estimation, empirical process theory, empirical risk minimization, structural risk minimization)
Concepts
The students will provide you with a solid background in basic statistical principles. In the second part, the students will gain a proper mathematical understanding of how and why support vector classification works.
Basic texts
![Probability](/fileadmin/_processed_/6/d/csm_example-t3-2020_8b548adf01.jpg)
© Werner Brannath