Application of Discriminant Analysis of Home Mortgage Loan Prepayment Risk

Q3 Business, Management and Accounting International Journal of Services and Standards Pub Date : 2015-01-01 DOI:10.12783/IJSS.2015.03.014
Cheng-Chung Wu, Wang‐Te Wu, Shu-Man Tsai, Min Lu
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Abstract

Whether the borrower is engaging in default risk behavior is bound to be driven by some incentives as judged by internal and external observable variables; or it can be observed from some of the characteristics of the borrower. Which type of borrowers is less reliable in credit and may prepayment is an issue of great concern to asset risk management of financial institutions holding the housing mortgage loans. Therefore, the study of the tracking and forecasting of changes in relevant factors during the loan period of each borrower is very valuable. For example, the prediction and evaluation of financial institution prepayment risk probability by changes in borrowers’ income can help prevent the borrowers’ prepayment risk behavior in advance.
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住房抵押贷款提前还款风险判别分析的应用
从内部和外部可观察变量判断,借款人是否存在违约风险行为必然受到某种激励的驱动;或者可以从借款人的一些特点来观察。哪些类型的借款人信用可靠性较差,可能会提前还款,是持有住房抵押贷款的金融机构资产风险管理中非常关注的问题。因此,对每个借款人在贷款期间相关因素的变化进行跟踪和预测的研究是非常有价值的。例如,通过借款人收入的变化对金融机构提前还款风险概率进行预测和评估,有助于提前防范借款人的提前还款风险行为。
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来源期刊
International Journal of Services and Standards
International Journal of Services and Standards Business, Management and Accounting-Management of Technology and Innovation
CiteScore
1.50
自引率
0.00%
发文量
1
期刊介绍: IJSS, a new refereed journal printed in four issues per year, publishes articles which present current practice and research in the area of services and standards.
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