Logo image
Risk concentration under second order regular variation
Journal article   Peer reviewed

Risk concentration under second order regular variation

Bikramjit Das, Marie Kratz and Lund University School of Economics and Management, LUSEM
Extremes (Boston), Vol.23(3), pp.381-410
01/09/2020

Abstract

Mathematics Mathematics, Interdisciplinary Applications Physical Sciences Science & Technology Statistics & Probability
Measures of risk concentration and their asymptotic behavior for portfolios with heavy-tailed risk factors is of interest in risk management. Second order regular variation is a structural assumption often imposed on such risk factors to study their convergence rates. In this paper, we provide the asymptotic rate of convergence of themeasure of risk concentrationfor a portfolio of heavy-tailed risk factors, when the portfolio admits the so-calledsecond order regular variationproperty. Moreover, we explore the relationship between multivariate second order regular variation for a vector (e.g., risk factors) and the second order regular variation property for the sum of its components (e.g., the portfolio of risk factors). Results are illustrated with a variety of examples.

Metrics

1 Record Views

Details

Logo image