Time and location of the lecture course:

Wednesday 11:00-13:00 (c.t.) and Friday 09:00-11:00 (c.t.)

Institut für Angewandte Mathematik, MΛTHEMΛTIKON, INF205, 4th floor, SR 7

Contact:

Lecturer: Prof. Dr. Jan JOHANNES <johannes[at]math.uni-heidelberg.de>

Questions, please directly by email or by using the contact form.

Language:

The lecture courses will be hold in English.

Content of the lecture course:

• Motivation
• Theoretical basics
• Minimax-optimality
• Data-driven estimation procedures
• Gaussian inverse regression
• Deconvolution
• Functional linear regression
• Non-parametric instrumental regression