This paper unveils a new resource for macroeconomic research: a long-run dataset covering disaggregated bank credit for 17 advanced economies since 1870. The new data show that the share of mortgages on banks’ balance sheets doubled in the course of the 20th century, driven by a sharp rise of...

Stress testing models have been developed at various levels of data aggregation with or without risk attributes, but there is limited research on the joint impact of these modeling choices. In this paper, we investigate how data aggregation and risk attributes affect the development and...

This paper exploits a recent and granular data set for 1,500 German LSIs to conduct a residential mortgage stress testing exercise. To account for model uncertainty when modeling PD dynamics we use a benchmark-constrained Bayesian model averaging approach that combines standard BMA with a...

This paper studies how United States (US) policy actions impacted mortgage-backed securities (MBS) investors and mortgage borrowers during the subprime mortgage crisis of 2007 to 2010. The effects of the following policy actions on MBS spreads and mortgage lending spreads are studied: (i) US...

This paper unveils a new resource for macroeconomic research: a long-run dataset covering disaggregated bank credit for 17 advanced economies since 1870. The new data show that the share of mortgages on banks' balance sheets doubled in the course of the 20th century, driven by a sharp rise of...

This paper unveils a new resource for macroeconomic research: a long-run dataset covering disaggregated bank credit for 17 advanced economies since 1870. The new data show that the share of mortgages on banks' balance sheets doubled in the course of the 20th century, driven by a sharp rise of...

We employ two frameworks for finding the best variables for explaining default of mortgages in an emerging market. Firstly, we use SHapley Additive exPlanations (SHAP) values with five different tree-based machine learning methods. Secondly, we apply the least absolute shrinkage and selection...

This paper exploits a recent and granular data set for 1,500 German LSIs to conduct a residential mortgage stress testing exercise. To account for model uncertainty when modeling PD dynamics we use a benchmark-constrained Bayesian model averaging approach that combines standard BMA with a...

We examine when it might be optimal for borrowers to switch providers of debt products such as their mortgage, allowing in particular for the role of uncertainty by constructing a stylized real options model of the decision problem involved. We illustrate with numerical examples, and then...

I develop a structural model of mortgage demand and lender competition to study how leverage regulation affects the equilibrium in the UK mortgage market. Using variation in risk-weighted capital requirements across lenders and across mortgages with differential loan-to-values, I show that a...