Author:
Alex Bogin, LaRhonda Ealey, Kirsten Landeryou, Scott Smith, and Andrew Tsai
Abstract:
We explore the impact of geographic disaggregation of house price stress paths on single-family credit risk measurement. Specifically, we focus on the value added of moving from national, to state-level, to core-based statistical area (CBSA)-level house price paths on estimates of mortgage credit related stress losses. To ensure the robustness of our results, we estimate losses across two different loan portfolios and three credit models. We find that CBSA-level paths provide additional insight on localized credit risk and can be reliably constructed using quarterly house price indices. Further, the variation in results across credit models suggests an implicit confidence interval around any one stress loss estimate. Accounting for this uncertainty through a model risk add-on could potentially offer a more conservative view of portfolio credit risk.
A blog has been written about the working paper.
A revised version of this paper has been accepted for publication and is forthcoming at the Journal of Fixed Income.