SENSITIVITY ANALYSIS OF VAR AND EXPECTED SHORTFALL
FOR PORTFOLIOS UNDER NETTING AGREEMENTS

FERMANIAN, J.-D. *, and SCAILLET, O. **

* CDC Ixis Capital Markets and CREST
** HEC, University of Geneva and FAME

 

Abstract

In this paper, we characterize explicitly the first derivative of the Value at Risk and the Expected Shortfall with respect to portfolio allocation when netting between positions exists. As a particular case, we examine a simple Gaussian example in order to illustrate the impact of netting agreements in credit risk management. Collateral issues are also dealt with. For practical purposes we further provide nonparametric estimators for sensitivities and derive their asymptotic distributions. An empirical application on a typical banking portfolio is finally provided.

Keywords : Value at Risk, Expected Shortfall, Sensitivity, Risk Management, Credit Risk, Netting.

JEL : C14, D81, G10, G21, G22.