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来源类型Working Paper
规范类型报告
DOI10.3386/w14625
来源IDWorking Paper 14625
An Empirical Model of Subprime Mortgage Default From 2000 to 2007
Patrick Bajari; Chenghuan Sean Chu; Minjung Park
发表日期2008-12-31
出版年2008
语种英语
摘要The turmoil that started with increased defaults in the subprime mortgage market has generated instability in the financial system around the world. To better understand the root causes of this financial instability, we quantify the relative importance of various drivers behind subprime borrowers' decision to default. In our econometric model, we allow borrowers to default either because doing so increases their lifetime wealth or because of short-term budget constraints, treating the decision as the outcome of a bivariate probit model with partial observability. We estimate our model using detailed loan-level data from LoanPerformance and the Case-Shiller home price index. According to our results, one main driver of default is the nationwide decrease in home prices. The decline in home prices caused many borrowers' outstanding mortgage liability to exceed their home value, and for these borrowers default can increase their wealth. Another important driver is deteriorating loan quality: The increase of borrowers with poor credit and high payment to income ratios elevates default rates in the subprime market. We discuss policy implications of our results. Our findings point to flaws in the securitization process that led to the current wave of defaults. Also, we use our model to evaluate alternative policies aimed at reducing the rate of default.
主题Financial Economics ; Financial Markets ; Financial Institutions ; Corporate Finance ; Regional and Urban Economics
URLhttps://www.nber.org/papers/w14625
来源智库National Bureau of Economic Research (United States)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/572301
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GB/T 7714
Patrick Bajari,Chenghuan Sean Chu,Minjung Park. An Empirical Model of Subprime Mortgage Default From 2000 to 2007. 2008.
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