69841 - Risk Econometrics

Academic Year 2018/2019

  • Teaching Mode: Traditional lectures
  • Campus: Rimini
  • Corso: Second cycle degree programme (LM) in Statistical, Financial and Actuarial Sciences (cod. 8877)

Course contents

Introduction to market risk.

Risk analysis at portfolio level: the univariate approach. Portfolio volatility models and Value at Risk and Expected Shortfall estimation.

Risk analysis at asset level: the multivariate approach. Models for the variance and covariance matrix and Value at Risk and Expected Shortfall estimation.

Risk measurement on different time horizons: the simulation of the term structure of risk.

Risk measurement for a portfolio containing options.

Introduction to credit risk.

Alternative approaches to credit risk measurement.

Model validation and stress testing

Readings/Bibliography

Peter Christoffersen, Elements of financial risk management, Second edition, Elsevier

Carol Alexander, Market risk analysis II - Practical financial econometrics, Wiley

Carol Alexander, Market risk analysis IV - Value at Risk models, Wiley

Alexander J. McNeil, Rudiger Frey, Paul Embrechts, Quantitative risk management, Princeton University Press

Further references will be indicated during the lectures

Teaching methods

Theoretical lessons and exercises in the laboratory

Assessment methods

Written exam: exercises and theory questions

Teaching tools

Blackboard and slides

Office hours

See the website of Gian Luca Tassinari

SDGs

Decent work and economic growth

This teaching activity contributes to the achievement of the Sustainable Development Goals of the UN 2030 Agenda.