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 International BBA' sustainable forum
News
- 29-06-2022
On april, 7th our first sustainable forum was organised on both Nice and Lille campus....
EDHEC Augmented Law Institute and Sopra Steria sign a partnership to develop an agility index for legal departments
News
- 27-06-2022
Over the next 3 months, Sopra Steria's legal teams, who benefit from an advanced...
EDHEC ANNOUNCES THE CREATION OF A CENTRE FOR RESPONSIBLE ENTREPRENEURSHIP
News
- 27-06-2022
EDHEC Business School announced the creation of its Centre for Responsible...
The Economist ranks EDHEC Global MBA among Top 20 worldwide, #4 in Europe
News
- 22-06-2022
The EDHEC Global MBA ranks among the Top 20 best MBAs worldwide and #4 in Europe,...