The course Non- and Semiparametric Modelling gives an overview over the flexible regression methods. The course starts with an introduction to density estimation (histogram, kernel density estimation). Nonparametric regression methods and their applications are discussed. Furthermore, additive models will be introduced in the course. At the end of the course, the students will be able to implement methods to solve practical problems.

Semester: WiSe 2020/21