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447-6221-00L 1 Credits WBZ D-MATH
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Nonparametric Regression

Nichtparametrische Regression

Lecturers & Examiners: Prof. em. Dr. Martin Mächler
Special Students "University of Zurich (UZH)" in the Master Program in Biostatistics at UZH cannot register for this course unit electronically. Forward the lecturer's written permission to attend to the Registrar's Office. Alternatively, the lecturer may also send an email directly to . The Registrar's Office will then register you for the course.
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Last Updated: 2026-02-05 16:01:44

Abstract

This course focusses on nonparametric estimation of probability densities and regression functions. These recent methods allow modelling without restrictive assumptions such as 'linear function'. These smoothing methods require a weight function and a smoothing parameter. Focus is on one dimension, higher dimensions and samples of curves are treated briefly. Exercises at the computer.

Objective

Knowledge on estimation of probability densities and regression functions via various statistical methods. Understanding of the choice of weight function and of the smoothing parameter, also done automatically. Practical application on data sets at the computer.

General Information

Language
German
Levels
WBZ
Frequency
Every two years

Examination

Type
ungraded semester performance
Die Leistungskontrolle findet am 10. Oktober 2022 statt.

Course Components

Type Title Time & Place Hours
lecture with exercise Nichtparametrische Regression
Blockkurs. Weitere Informationen unter
  • Mon 08:15-10:00 (HG D 1.1)
  • Mon 10:15-12:00 (HG E 19)
  • 19.09 Date 08:15-10:00 (HG D 1.1)
  • 19.09 Date 10:15-12:00 (HG E 19)
10.5 h semesterly

Offered In