Title :
An empirical analysis of cash payback capacity in nonperforming asset pool
Author_Institution :
Sch. of Manage., Tianjin Univ., Tianjin
Abstract :
The factors were analysed which affects the cash payback capacity of nonperforming asset pool. Correlation was analysed to the factors and there exists multicollinearity. All Kaiser Meyer Olkin measure (KMO measure) exceeded 0.5. It showed that the sample was adequate and suitable for principal component analysis. The contribution proportion of cumulative variance decided the principal components. The empirical results show housing price index is the the first principal component. It decreases 1 percent, then the payback capacity score drops 2.14% correspondingly. The range is larger than that of the nonmain elements. A linear equation evaluates cash payback capacity of nonperforming asset pool. The principal component analysis provides an effective means to weigh the safety bonds scale and a reference to investors to invest in interbank bond market.
Keywords :
financial management; investment; principal component analysis; Kaiser Meyer Olkin measure; cash payback capacity; correlation analysis; empirical analysis; housing price index; interbank bond market; linear equation; nonperforming asset pool; principal component analysis; safety bonds scale; Analysis of variance; Asset management; Conference management; Engineering management; Equations; Information analysis; Principal component analysis; Safety; Statistics; Technology management; asset pool; nonperforming assets; principal component analysis; securitization;
Conference_Titel :
Management Science and Engineering, 2008. ICMSE 2008. 15th Annual Conference Proceedings., International Conference on
Conference_Location :
Long Beach, CA
Print_ISBN :
978-1-4244-2387-3
Electronic_ISBN :
978-1-4244-2388-0
DOI :
10.1109/ICMSE.2008.4669061