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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
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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。


    第一章 緒論 1 第二章 文獻回顧 6 第一節 常用風險評估方法 6 第二節 風險評估之文獻回顧 8 第三節 AUC回顧 10 第三章 研究方法 12 第一節 離散危險模型(DISCRETE HAZARD MODEL) 12 第二節 AUC(t) 13 第三節 模型之評估 15 第四章 實證分析 17 第一節 變數選取之說明 17 第二節 實證結果 22 第五章 結論 28 參考文獻 30

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