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研究生: 姜文良
Chiang, Wen-Liang
論文名稱: 用首達時間原理評價不動產抵押貸款證券
Pricing A Mortgage-backed Security Using First Hitting Time
指導教授: 林哲群
Lin, Che-Chun
口試委員: 林哲群
Lin, Che-Chun
蔡錦堂
Tsay, Jiin-Tarng
楊屯山
Yang, Tun-Shan
學位類別: 碩士
Master
系所名稱: 科技管理學院 - 計量財務金融學系
Department of Quantitative Finance
論文出版年: 2013
畢業學年度: 101
語文別: 英文
論文頁數: 22
中文關鍵詞: 停止時間提前清償違約住宅抵押貸款證券
外文關鍵詞: stopping time, prepayment, default, mortgage-backed security
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  • 房貸的提前清償一直是個重要的議題,且它會對未來住宅抵押貸款證券的評價或一般貸款的價值有著重要的影響。提前清償即借款人會因為某些因素而在每個月償還部分或全部貸款本金。
    本篇論文主要是運用隨機過程中的停止時間與提前清償的相似處進一步對住宅抵押貸款證券做評價或是計算一般貸款的價值。本篇我們考慮當利率低於某個點時或是房價高於某價值時,借款人會提前清償即把剩下的餘額全部繳清,而且也考慮當房價低於某價值時,借款人會進行違約,進而做進一步的評價。隨機過程的停止時間是指我們設定一個想要到達的點,並且找出這隨機過程何時到達該點,一旦到達該點就不考慮該點後的隨機過程,此與房貸提前清償有雷同的想法。


    This paper uses the stopping time of a stochastic process to value loans and mortgage-backed securities. We consider the implications of a borrower being faced with low interest rates or high home prices and how that scenario may influence a borrower to prepay the loan. Conversely, when the house price is below a certain value, the borrower has an option to default. By using the stopping time of a stochastic process as a proxy for loan termination, we can set a point a borrower desires to reach and determine when the stochastic process will arrive at pre-determined point. Once the point is reached, we will not consider that the stochastic process further. Thus, we use the pre-determined point (stopping time) of the stochastic process as a proxy for loan termination.

    摘要 i Abstract ii Content iii Table of Content iv Figure of Content v 1.Introduction 1 2.Literature review 2 3.Methodology 3 3.1 Stochastic Process 3 3.2 First Hitting Time density function 4 3.3 Cash flow 7 3.4 Pricing a mortgage-backed security 8 4.Numerical Analysis 12 4.1 Parameter setting 12 4.2 Numerical results 13 4.3 Loan to Value Effects 14 4.4 Proportion of Investor Effects 15 4.5 Interest Rate Volatility Effects 17 4.6 House Price Volatility Effects 18 5.Conclusion 20 Appendix 21 References 22

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