Title :
An Empirical Study on the Variation of the Treasury Bond Yield Curve Based on the Principal Component Analysis in China
Author :
Hu Zhiqiang ; Lin Feng
Author_Institution :
Econ. & Manage. Sch., WuHan Univ., Wuhan
Abstract :
According to study the yield curve of treasury bond based on principal component analysis, this thesis attempts to describe the behavior of correlated random variables in terms of a small number of uncorrelated principal components. After it is used to study the variation characteristic of the yield curve, we find that there are several factors effecting on the variation of the yield curve. Three principal components can explain about 90% of the variation of the curve, and the explanation in China is low comparing with the abroad research. We find the principal components´ change with sample period and frequency. Because the main factors are more than one parallel movement, the traditional immunization method is inefficient to manage the interest rate risk. So we should use different method to manage the different risk sources.
Keywords :
economic indicators; financial management; principal component analysis; random processes; risk management; correlated random variables; interest rate; principal component analysis; risk management; treasury bond yield curve; Analytical models; Bonding; Economic indicators; Frequency; Instruments; Pattern analysis; Portfolios; Principal component analysis; Random variables; Risk management;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.1014