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Predicting Downside Risks to House Prices and Macro-Financial Stability

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  • Mr. Tobias Adrian
  • Andrea Deghi
  • Mitsuru Katagiri
  • Mr. Sohaib Shahid
  • Nico Valckx

Abstract

This paper predicts downside risks to future real house price growth in 32 advanced and emerging market economies. Using a macro-model and predictive quantile regressions, we show that current house price overvaluation, excessive credit growth, and tighter financial conditions jointly forecast higher house-prices-at-risk up to three years ahead. House-prices-at-risk in turn predict future downside risks to economic growth and financial crises. We further investigate and propose policy solutions for preventing the identified risks. We find that tightening macroprudential policy is the most effective across both short and longer horizons, whereas a loosening of conventional monetary policy reduces short term downside risks only in advanced economies.

Suggested Citation

  • Mr. Tobias Adrian & Andrea Deghi & Mitsuru Katagiri & Mr. Sohaib Shahid & Nico Valckx, 2020. "Predicting Downside Risks to House Prices and Macro-Financial Stability," IMF Working Papers 2020/011, International Monetary Fund.
    • Handle: RePEc:imf:imfwpa:2020/011
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    2. Demetrescu, Matei & Hosseinkouchack, Mehdi & Rodrigues, Paulo M. M., 2023. "Tests of no cross-sectional error dependence in panel quantile regressions," Ruhr Economic Papers 1041, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    3. Michael Funke & Rongrong Sun & Linxu Zhu, 2022. "The credit risk of Chinese households: A micro‐level assessment," Pacific Economic Review, Wiley Blackwell, vol. 27(3), pages 254-276, August.
    4. Hafemann, Lucas, 2023. "A house prices at risk approach for the German residential real estate market," Technical Papers 07/2023, Deutsche Bundesbank.
    5. Sokol, Andrej, 2021. "Fan charts 2.0: flexible forecast distributions with expert judgement," Working Paper Series 2624, European Central Bank.
    6. Alter, Adrian & Mahoney, Elizabeth M., 2021. "Local house-price vulnerability: Evidence from the U.S. and Canada," Journal of Housing Economics, Elsevier, vol. 54(C).

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