Instruction

Name Cr Method of study Time Location Organiser
Robust regression 5 Cr Lecture Course 10.3.2020 - 29.4.2020
Name Cr Method of study Time Location Organiser
Robust regression 5 Cr General Examination 7.8.2019 - 7.8.2019
Robust regression 5 Cr General Examination 12.6.2019 - 12.6.2019
Robust regression 5 Cr General Examination 22.5.2019 - 22.5.2019
Robust regression 5 Cr General Examination 13.3.2019 - 13.3.2019
Robust regression 5 Cr Lecture Course 15.1.2019 - 27.2.2019
Robust regression 5 Cr General Examination 31.10.2018 - 31.10.2018

Target group

Optional course.

Master's Programme in Mathematics and Statistics is responsible for the course.

The course belongs to the Statistics and Social statistics module.

The course is available to students from other degree programmes.

Prerequisites

Probability II and Statistical inference II

Learning outcomes

Basic knowledge of robust regression methods.

Timing

Recommended time/stage of studies for completion: 1. or 2. year

Term/teaching period when the course will be offered: varying

Contents

LS-, LAD-, M-, GM-, S-, LTS-, MM- and R-estimation. Measures of robustness. Hypothesis testing.

Activities and teaching methods in support of learning

Lectures and exercise classes

Study materials

Material given later.

Assessment practices and criteria

Exam and excercises, Course will be graded with grades 1-5

Recommended optional studies

Bachelor studies

Completion methods

Exam, other methods will be described later