Authors
Ka Chun Cheung, Hok Kan Ling, Qihe Tang, Sheung Chi Phillip Yam, Fei Lung Yuen
Publication date
2019/11/26
Journal
Scandinavian Actuarial Journal
Volume
2019
Issue
10
Pages
837-866
Publisher
Taylor & Francis
Description
As perceived from daily experience together with numerous empirical studies, the multivariate risks demonstrate a strong coherence in the extremal dependence structure especially over the course of financial turmoil or industrial accidents and outbreaks. Under this motivating paradigm, we show the universal asymptotic additivity under upper tail comonotonicity, as the probability level approaching to 1, for Value-at-Risk and Conditional Tail Expectation for a portfolio of fixed number of risks, in which each marginal risk could be any one having a finite endpoint or belonging to one of the three max domains of attraction. Our obtained results do not require the tail equivalence assumption as needed in the existing literature. This resolves a lasting problem in quantitative risk management and covers most distributions commonly encountered in practice.
Total citations
202020212022202320241321
Scholar articles
KC Cheung, HK Ling, Q Tang, SCP Yam, FL Yuen - Scandinavian Actuarial Journal, 2019