Is there a gain to explicitly modelling extremes? A risk management analysis

There is a requirement for decisions taken by risk managers in investment banks to be based upon reliable measures.

Author(s):

Jean-Christophe Meyfredi

Professor of Finance,Research Associate, Edhec Risk and Asset Management Research Centre

Most of the time some strong assumptions are made to simplify the estimation process and there has to be a trade-off between ease of estimate and accuracy. In this paper we develop a copula-based approach in order to estimate the Value-at-Risk of portfolios containing financial assets. We propose a survival copula that could solve many difficulties that risk managers currently have to face. We compare the results it provides to those of more classic copulas, on portfolios composed of two and three indices between 1991 and 2005, so that our study covers various market trends. The Heavy Right Tail copula we propose fulfills the various backtest constraints required by regulators.

Type: Working paper
Date: le 07/03/2005
Research Cluster : Finance

See Also

EDHEC career support at distance: continuous follow-up and a highly active network
News
- 05-06-2020
After fully digitalising its services, the EDHEC Student Career Centre has been...
How I got my dream internships
News
- 02-06-2020
I originally wanted to be a footballer. I daydreamed about training with the top...
« EDHEC, the best experience of my life so far »
News
- 29-05-2020
WHAT IS YOUR EDUCATIONAL BACKGROUND PRIOR TO EDHEC? Prior to EDHEC, I pursued a...
Meet Valentin Grinner, Pre-Master student
News
- 28-05-2020
Valentin Grinner “I’ve started a MOOC to learn web development” Valentin, 20, is...