In mortgage default modeling, many of the key variables, such as loan age, FICO score, Debt-to-Income Ratio (DTI), and Loan-to-House-Value Ratio (LTV), have nonlinear relationship with the target default/delinquency rates. To catch the nonlinearity in the response function, experienced modelers...

This paper analyzes the impact of the financial crisis on the probability of default (PD) for a large Dutch mortgage portfolio covering a period from 2001 until 2012. A statistical model has been developed, which determines the likelihood that a healthy mortgage customer defaults within 12...

The exact cause of the massive defaults and foreclosures in the U.S. subprime mortgage market is still unclear. This paper investigates whether a particular aspect of borrowers' financial literacy - their numerical ability - may have played a role. We measure several aspects of financial...

The exact cause of the massive defaults and foreclosures in the U.S. subprime mortgage market is still unclear. This paper investigates whether a particular aspect of borrowers' financial literacy - their numerical ability - may have played a role. We measure several aspects of financial...

This paper examines the contrasting influence of portfolio lending and securitization in the resolution of distressed commercial real estate. The empirical analysis utilizes a large and unique data set of distressed commercial mortgages. The data set is constructed based on the recent financial...

This paper analyses the impact of lending standards for residential real estate (RRE) loans on default rates, using a novel loan-level dataset from the European DataWarehouse (EDW) that covers eight euro area countries. To the best of the authors' knowledge, this paper is the first to use, for...

The meltdown in residential real-estate prices that commenced in 2006 resulted in unprecedented mortgage delinquency rates. Until mid-2009, lenders and servicers pursued their own individual loss mitigation practices without being significantly influenced by government intervention. Using a...

We study the effects of securitization on renegotiation of distressed residential mortgages over the current financial crisis. Unlike prior studies, we employ unique data that directly observes lender renegotiation actions and covers more than 60% of US mortgage market. Exploiting...