研究生: |
陳聖如 |
---|---|
論文名稱: |
二十年房貸提前清償風險之研究 |
指導教授: | 周若珍 |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
理學院 - 統計學研究所 Institute of Statistics |
論文出版年: | 2007 |
畢業學年度: | 95 |
語文別: | 中文 |
論文頁數: | 31 |
中文關鍵詞: | 住宅抵押貸款 、提前清償 、ROC方法 、離散危險模型 |
外文關鍵詞: | mortgage, prepayment, ROC method, discrete hazard model |
相關次數: | 點閱:1 下載:0 |
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過去探討房屋貸款之風險評估主要關心「if」的問題,也就是借款戶是否會發生違約或是否會發生提前清償的事件。1990年初期,當倖存分析方法被應用於貸款之風險評估後,「when」,即貸款人何時會提前清償或違約的問題,開始為風險評估系統所強調。本文以離散危險模型建立提前清償風險之評估系統,實證結果發現,提前清償風險受到季節性、相對市場利率、重新借貸疲乏度、當期貸款成數及貸款創始年等因素影響。從用以診斷方法正確性的AUC(area under the ROC curve)來看,該系統於風險評估具有ㄧ定的解釋力。至於貸款壽命問題,本文選定風險評估之門檻值,判定超過該值者為可能提前清償,並以多項指標評估此項判定之正確性。
Banasik J., Crook, J. N., Thomas L. C. (1999) Not if but when will borrowers default. Journal of the Operational Research Society, 50, 1185-1190.
Benjamini Y., Hochberg Y. (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistics Society, Series B, 57, 289-300.
Calhoun, C. A., Deng, Y. (2002) A dynamic analysis of fixed- and adjustable-rate mortgage terminations. Journal of Real Estate Finance and Economics, 24, 9-33.
Chambless L. E., Diao G. Q. (2006) Estimation of time-dependent area under the ROC curve for long-term risk prediction. Statistics in Medicine, 25, 3474-3686.
Cox D. R. (1972) Regression models and life-tables. Journal of the Royal Statistics Society, Series B, 34(2), 187-220.
Cox D. R., Oaks D. (1984) Analysis of Survival Data. London: Chapman and Hall.
Deng, Y. (1997) Mortgage termination: An Empirical Hazard Model with Stochastic Term Structure. The Journal of Real Estate Finance and Economics, 14(3), 309-331.
Durand D. (1941) Risk Elements in consumer Installment Financing. Studies in Consumer Installment Financing, No. 8. New York: National Bureau of Economic Research.
Hand D. J., Henley W. E. (1997) Statistical classification methods in consumer credit. Journal of Royal Statistical Society, Series A, 160, 523-541.
Kaibfleisch J. D., Prentice R. L. (1980) The Statistical Analysis of Failure Time Data. New York: Wiley.
Kalapodas E., Thomson M. E. (2006) Credit risk assessment: a challenge for financial institutions. IMA Journal of Management Mathematics, 17, 25-46.
Lin C.C., Yang T. T. (2005) Curtailment as a mortgage performance indicator. Journal of Housing Economics, 14, 294-314.
Miller G. M. (1981) Survival Analysis. New York: Wiley.
Narain B.(1992) Survival analysis and the credit granting decision. L. C. Thomas, J. N. Crook, D. B. Edelman, eds. Credit Scoring and Credit Control, 109-121. Oxford, U.K: OUP.
Noh H. J., Roh T. H., Han I. (2005) Prognostic personal credit risk model considering censored information. Expert Systems with Applications, 28(4), 753-762.
Orgler, Y. E. (1970) A credit scoring model for commercial loans. Journal of Money, Credit, and Banking, 435-445.
Schwartz E. S., Torous W. N. (1993) Mortgage prepayment and default decisions: a Poisson regression approach. Journal of the American Real Estate and Urban Economics Association, 21(4), 431-449.
Stepanova M., Thomas L. (2002) Survival analysis for personal loan data. Operations Research, 50(2), 277-289.
Wiginton, J. C. (1980) A not on the comparison of logit and Discriminant models of consumer credit behavior. Journal of Financial and Quantitative Analysis, 42, 665-683.
劉展宏、張金鶚(2001),「購屋貸款提前清償行為之研究」,住宅學報,十卷第一期,29-49。
姚光隆(2006),「住宅抵押貸款信用評分之研究」,清華大學科技管理研究所,碩士論文。