DocumentCode
1846832
Title
Research on measurement of portfolio with tail correlation based on Copula
Author
Ying, Fu ; Shuai, Wang ; Liu Yanping
Author_Institution
Fac. of Manage. & Econ., Dalian Univ. of Technol., Dalian, China
Volume
2
fYear
2011
fDate
13-15 May 2011
Firstpage
109
Lastpage
112
Abstract
This paper uses Kendall τ to measure the nonlinear relation of assets, and uses Copula function to measure the tail correlation of assets portfolio, provides the basis for investors when they invest asset portfolio. The major character and innovation of the research is firstly that considering low tail correlation for investors is of great significance, we use Copula function model to measure tail correlation coefficient. Secondly, considering low tail correlation influence the portfolio´s risk, we select Clayton Copula to measure tail correlation coefficient which is more sensitive to the lower tail changes. Thirdly, we estimate parameter theta based on Kendall τ that ensure the accuracy of the parameter estimation.
Keywords
correlation methods; investment; parameter estimation; risk analysis; statistical analysis; Clayton Copula; assets portfolio; copula function; investor; kendall; nonlinear relation; parameter theta estimation; portfolio measurement; portfolio risk; tail correlation; Correlation; Distribution functions; Estimation; Gaussian distribution; Indexes; Parameter estimation; Portfolios; copula; nonparametric estimation; portfolio; tail correlation;
fLanguage
English
Publisher
ieee
Conference_Titel
Business Management and Electronic Information (BMEI), 2011 International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-61284-108-3
Type
conf
DOI
10.1109/ICBMEI.2011.5917857
Filename
5917857
Link To Document