The statistical analysis of networked Data poses different challenges compared to the classical statistical set-up of independent observations. This is due to the structure in the data that is induced by the network. In this course, we will study various tool for the description and statistical modelling of networks and datasets with inherent network structure. The course will cover the following topics:
- Summary Statistics of Networks
- Network Models
- Relational Event Models
- Community Detection
- Trainer/in: Alexander Kreiß
Semester: WiSe 2024/25