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Working Paper
Understanding house price index revisions
Residential house price indexes (HPI) are used for a large variety of macroeconomic and microeconomic research and policy purposes, as well as for automated valuation models. As is well known, these indexes are subject to substantial revisions in the months following the initial release, both because transaction data can be slow to come in, and as a consequence of the repeat sales methodology, which interpolates the effect of sales over the entire period since the house last changed hands. We study the properties of the revisions to the CoreLogic House Price Index. This index is used both by ...
Journal Article
Helping Struggling Homeowners During Two Crises
What the Great Recession Can Teach Us About Mortgage Troubles in the Wake of COVID-19
Working Paper
Collateral, credit history, and the financial decelerator
The author develops a simple model in which financial imperfections can serve to stabilize aggregate fluctuations and not merely aggravate them as in much of the previous literature; the author terms this a financial decelerator. In the model agents borrow to purchase housing and secure their loans with this long-lived asset. There are two financial imperfections in this model. First, agents are unable to commit to repay their loans ? that is, they can strategically default. This limits the amount that lenders are willing to offer. In addition, however, lenders are also imperfectly informed ...
Working Paper
Owner-Occupancy Fraud and Mortgage Performance
We identify occupancy fraud — borrowers who misrepresent their occupancy status as owner-occupants rather than investors — in residential mortgage originations. Unlike previous work, we show that fraud was prevalent in originations not just during the housing bubble, but also persists through more recent times. We also demonstrate that fraud is broad-based and appears in government-sponsored enterprise and bank portfolio loans, not just in private securitization; these fraudulent borrowers make up one-third of the effective investor population. Occupancy fraud allows riskier borrowers to ...
Working Paper
Securitization and mortgage default
This version is superseded by WP 15-15. The academic literature, the popular press, and policymakers have all debated securitization's contribution to the poor performance of mortgages originated in the run-up to the recent crisis. Theoretical arguments have been advanced on both sides, but the lack of suitable data has made it difficult to assess them empirically. The author examines this issue by using a loan-level data set from LPS Analytics, covering approximately two-thirds of the mortgages originated in 2005 and 2006, and including both securitized and nonsecuritized loans. ; The author ...
Working Paper
How Big is the Wealth Effect? Decomposing the Response of Consumption to House Prices
We investigate the effect of declining house prices on household consumption behavior during 2006-2009. We use an individual-level dataset that has detailed information on borrower characteristics, mortgages and credit risk. Proxying consumption by individual-level auto loan originations, we decompose the effect of declining house prices on consumption into three main channels: wealth effect, household financial constraints, and bank health. We find a negligible wealth effect. Tightening householdlevel financial constraints can explain 40-45 percent of the response of consumption to declining ...
Journal Article
Collateral Damage: House Prices and Consumption During the Great Recession
Did a decline in house prices cause the Great Recession? And if so, how? Credit constraints may be the key to answering those questions
Journal Article
Liquidity crises
Financial markets have experienced several episodes of ?liquidity crises? over the past 20 years. One prominent example is the collapse of the Long Term Capital Management hedge fund in 1998. The recent market disruption brought about by the downturn in subprime mortgages also shares many features with liquidity crises. What is liquidity? Why does it sometimes seem that the market?s supply of it is insufficient? Can anything be done about it? In ?Liquidity Crises,? Ronel Elul outlines some theories of market liquidity provision, how it breaks down in times of crisis, and some possible ...
Working Paper
Owner occupancy fraud and mortgage performance
We use a matched credit bureau and mortgage data set to identify occupancy fraud in residential mortgage originations, that is, borrowers who misrepresented their occupancy status as owner occupants rather than residential real estate investors. In contrast to previous studies, our data set allows us to show that such fraud was broad based, appearing in the government-sponsored enterprise market and in loans held on bank portfolios as well. Mortgage borrowers who misrepresented their occupancy status performed worse than otherwise similar owner occupants and declared investors, defaulting at ...
Working Paper
What \"triggers\" mortgage default?
This paper assesses the relative importance of two key drivers of mortgage default: negative equity and illiquidity. To do so, the authors combine loan-level mortgage data with detailed credit bureau information about the borrower's broader balance sheet. This gives them a direct way to measure illiquid borrowers: those with high credit card utilization rates. The authors find that both negative equity and illiquidity are significantly associated with mortgage default, with comparably sized marginal effects. Moreover, these two factors interact with each other: The effect of illiquidity on ...