Universität Wien

040694 UK Nonparametric Inference and Resampling (MA) (2023S)

5.00 ECTS (3.00 SWS), SPL 4 - Wirtschaftswissenschaften
Continuous assessment of course work
REMOTE

Registration/Deregistration

Note: The time of your registration within the registration period has no effect on the allocation of places (no first come, first served).

Details

max. 30 participants
Language: German

Lecturers

Classes (iCal) - next class is marked with N

  • Thursday 02.03. 11:30 - 13:00 Digital
  • Tuesday 07.03. 11:45 - 12:30 Digital
  • Thursday 09.03. 11:30 - 13:00 Digital
  • Tuesday 14.03. 11:45 - 12:30 Digital
  • Thursday 16.03. 11:30 - 13:00 Digital
  • Tuesday 21.03. 11:45 - 12:30 Digital
  • Thursday 23.03. 11:30 - 13:00 Digital
  • Tuesday 28.03. 11:45 - 12:30 Digital
  • Thursday 30.03. 11:30 - 13:00 Digital
  • Tuesday 18.04. 11:45 - 12:30 Digital
  • Thursday 20.04. 11:30 - 13:00 Digital
  • Tuesday 25.04. 11:45 - 12:30 Digital
  • Thursday 27.04. 11:30 - 13:00 Digital
  • Tuesday 02.05. 11:45 - 12:30 Digital
  • Thursday 04.05. 11:30 - 13:00 Digital
  • Tuesday 09.05. 11:45 - 12:30 Digital
  • Thursday 11.05. 11:30 - 13:00 Digital
  • Tuesday 16.05. 11:45 - 12:30 Digital
  • Tuesday 23.05. 11:45 - 12:30 Digital
  • Thursday 25.05. 11:30 - 13:00 Digital
  • Thursday 01.06. 11:30 - 13:00 Digital
  • Tuesday 06.06. 11:45 - 12:30 Digital
  • Tuesday 13.06. 11:45 - 12:30 Digital
  • Thursday 15.06. 11:30 - 13:00 Digital
  • Tuesday 20.06. 11:45 - 12:30 Digital
  • Thursday 22.06. 11:30 - 13:00 Digital
  • Tuesday 27.06. 11:45 - 12:30 Digital
  • Thursday 29.06. 11:30 - 13:00 Digital

Information

Aims, contents and method of the course

Empirical risk minimization
Concentration Inequalities
Entropy and Chaining
Nonparametric Regression
Model Selection
Bootstrap

Course will take place online (Stream)

Assessment and permitted materials

Exercises, two or three sheets.

Minimum requirements and assessment criteria

Minimum of 50% is required to pass.

Examination topics

All topics covered in class.

Reading list

S. Boucheron, G. Lugosi und P. Massart. Concentration inequalitites. A nonasymptotic theory of independence. Oxford University Press, Oxford, 2013.
P. Massart. Concentration inequalitites and model selection. Springer, Berlin, 2007.
A. Tsybakov. Introduction to nonparametric estimation. Springer, 2009.
L. Wasserman. All of nonparametric statistics. Springer, 2006.

Association in the course directory

Last modified: Th 11.05.2023 11:27