What Drives Mortgage Default Risk in Europe and the U.S.? /

We present an analysis of the sensitivity of household mortgage probabilities of default (PDs) and loss given default (LGDs) on unemployment rates, house price growth, interest rates, and other drivers. A structural micro-macro simulation model is used to that end. It is anchored in the balance shee...

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Bibliographic Details
Main Author: Gross, Marco
Other Authors: Ding, Xiaodan, Tereanu, Eugen, Tressel, Thierry
Format: Journal
Language:English
Published: Washington, D.C. : International Monetary Fund, 2022.
Series:IMF Working Papers; Working Paper ;No. 2022/065
Subjects:
Online Access:Full text available on IMF
Description
Summary:We present an analysis of the sensitivity of household mortgage probabilities of default (PDs) and loss given default (LGDs) on unemployment rates, house price growth, interest rates, and other drivers. A structural micro-macro simulation model is used to that end. It is anchored in the balance sheets and income-expense flow data from about 95,000 households and 230,000 household members from 21 EU countries and the U.S. We present country-specific nonlinear regressions based on the structural model simulation-implied relation between PDs and LGDs and their drivers. These can be used for macro scenario-conditional forecasting, without requiring the conduct of the micro simulation. We also present a policy counterfactual analysis of the responsiveness of mortgage PDs, LGDs, and bank capitalization conditional on adverse scenarios related to the COVID-19 pandemic across all countries. The economics of debt moratoria and guarantees are discussed against the background of the model-based analysis.
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Physical Description:1 online resource (38 pages)
Format:Mode of access: Internet
ISSN:1018-5941
Access:Electronic access restricted to authorized BRAC University faculty, staff and students