location: Current position: Home >> Scientific Research >> Paper Publications

Factors Study of Credit Risks of Farmer Loans Based on Projection Pursuit

Hits:

Indexed by:会议论文

Date of Publication:2013-07-28

Included Journals:EI、CPCI-S、Scopus

Page Number:274-277

Key Words:farmer loan; Projection Pursuit; risk factors; risk measure

Abstract:Because farmer loans have some features including a small amount loan, incomplete financial information, and large mobility, establishing a credit risk evaluation model that reflects characteristics of farmer loans has great significance for risk management of commercial banks. This paper uses projection pursuit model to nonlinearly transform multiple evaluation indicators into a single indicator of credit risk, establishes measure model of credit risk for farmer loans. Moreover, the greater squared value of projection weights, the greater impact on credit risk for farmer loans. So this paper makes use of squared value of projection weights to obtain effect sizes of risk factors. The results show that the skills of lenders and their families have the largest effect on credit risk for farmer loans.

Pre One:基于投影寻踪-差异聚类的银行项目宏观风险的评级模型

Next One:改进群组G1组合赋权的省级科学发展评价模型及应用