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     Uni Köln > WiSo-Fakultät > Seminar für Wirtschafts- und Sozialstatistik > StudiumMaster

Quantitative Methods in Risk Management

 

Lecturer: Dr. O. Grothe

Course number         

1337 (lecture), 1340 (tutorial)

Location/Room         

Room 310 (lecture and tutorial)

Time                           

Wednesdays 10:00-11:30 am (lecture)
Wednesdays
02:00-03:30 pm (tutorial)

Credit Points             

6 P

Type of course          

Lecture and integrated tutorial

Course Language

English

Objectives 

Students learn ...

  • how to model quantitative risks

  • how to estimate risks based on previous data

  • how to model dependence between different risk factors 

  • to understand specific risk models and modeling approaches from the areas of market risk, credit risk and operational risk.

Half of the course will consist of exercises which include the computer-based application of the learned techniques.

Prerequisites

Some knowledge of statistics is required.

It is useful for students to be familiar with basic terms of statistics (e.g. acquired through attendance of the courses “Advanced Statistics I and II”) as well as competent mathematical knowledge. 

Relevance for study programmes

The course is for all doctoral, diploma and master students of the faculty. Please consult the Master Course Catalogue page 222 (or the respective Diploma Catalugue) for further information.

Contents

The course provides an introduction to ….

  • Risk measures (value at risk, expected shortfall)

  • Simulation techniques

  • Multivariate models: elliptic distributions, copulas

  • Special modeling approaches of quantitative risk management from the areas of market risk, credit risk and operational risk.

Course-supporting material is provided by Dr. Grothe. 

Working requirements and assessment method

Two written exams (60 minutes) are offered. Active participation in the tutorial is required.