Title :
The discussion about foreign exchange risk measurement in the light of VaR and ES method from Extreme Value Theory
Author :
Liu, Siyue ; Li, Xing ; Guo, Xipo
Author_Institution :
Economic and Management, Wuhan University, China
Abstract :
This article is aiming at measuring the RMB exchange rate risk against five major currencies in the approach of VaR method and ES method based on the Extreme Value Theory. The authors find that VaR and ES value based on POT model can always have better effectiveness in the case of higher market volatility and confidence level, and on the other hand, the VaR and ES value cannot show better effectiveness in the case of smaller market volatility and lower confidence level.
Keywords :
Biological system modeling; Data models; Exchange rates; Gaussian distribution; Risk management; Stock markets; POT model; VaR; extreme value theory; foreign exchange risk measurement; generalized pareto distribution;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5688721