Title :
A novel arithmetic of holistic correlation analysis
Author :
Liu, Bo ; Zheng, Qi-Lun ; Peng, Hong ; Hu, Jing-song
Author_Institution :
Sch. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou, China
Abstract :
With the rapidly growing global economy, techniques for estimation models of credit risk and optimal portfolio have been in dire need in the business fields, especially on large portfolio management. In this paper we review the correlation analysis and quantization in both the credit risk evaluation and the optimal portfolio, and present a novel arithmetic through aggregating character of the conjunction graph, and then apply it to portfolio selection, which gives the decision-making better reference. We also discuss future works for this problem.
Keywords :
correlation methods; credit transactions; decision making; graph theory; investment; risk management; conjunction graph; credit risk evaluation; decision making; estimation model; holistic correlation analysis; novel arithmetic; optimal portfolio management; Arithmetic; Computer science; Economic indicators; Electronic mail; Engineering management; Forward contracts; Portfolios; Quantization; Risk analysis; Risk management; aggregation; conjunction graph; correlation analysis; credit risk evaluation; holistic correlation; recursion aggregation;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527300