期刊名称:Cardiff Economics Working Papers / Cardiff University, Cardiff Business School
印刷版ISSN:1749-6101
出版年度:2008
卷号:2008
出版社:Cardiff University
摘要:The current subprime crisis has prompted us to look again into the nature of risk at the tail of the distribution. In particular, we investigate the risk contribution of an asset, which has infrequent but huge losses, to a portfolio using two risk measures, namely Value-at-Risk (VaR) and Expected Shortfall (ES). While ES is found to measure the tail risk contribution effectively, VaR is consistent with intuition only if the underlying return distribution is well behaved. To facilitate the use of ES, we present a power function formula that can calculate accurately the critical values of the ES test statistic. This in turn enables us to derive a size-based multiplication factor for risk capital requirement.
关键词:Value-at-Risk, expected shortfall, tail risk contribution, saddlepoint
technique, risk capital