The predictive power of house price imbalance indicators

Author:

Cáceres Esther1

Affiliation:

1. Banco de España

Abstract

Rationale The Banco de España regularly uses indicators that measure imbalances arising in the residential real estate sector to inform its quarterly decisions on the countercyclical capital buffer. This article analyses these indicators’ power to predict systemic crises. Takeaways •The residential real estate sector is particularly important for financial stability, as evidenced by the housing crisis in Spain that began in 2008. It is, therefore, essential to have early warning indicators for effective risk identification. •In the recent period, on data to 2023 Q3, house price imbalance indicators suggest that house prices remain moderate and around their equilibrium value. •After describing recent developments in these indicators, their predictive power is assessed using the AUROC metric.

Publisher

Banco de Espana

Reference19 articles.

1. Basel Committee on Banking Supervision. (2010). Guidance for national authorities operating the countercyclical capital buffer.https://www.bis.org/publ/bcbs187.htm

2. Bedayo, Mikel, Ángel Estrada and Jesús Saurina. (2018). “Bank capital, lending booms, and busts. Evidence from Spain in the last150 years”. Documentos de Trabajo, 1847, Banco de España. https://repositorio.bde.es/handle/123456789/8835

3. Broto, Carmen, Esther Cáceres and Mariya Melnychuk. (2022). “Sectoral indicators for applying the Banco de España’s new macroprudentialtools”. Financial Stability Review – Banco de España, 42, pp. 101-117. https://repositorio.bde.es/handle/123456789/22982

4. Castro, Christian, Ángel Estrada and Jorge Martínez. (2016). “The countercyclical capital buffer in Spain: An analysis of key guidingindicators”. Documentos de Trabajo, 1601, Banco de España. https://repositorio.bde.es/handle/123456789/7216

5. Directorate General Economics, Statistics and Research. (2020). “The housing market in Spain: 2014-2019”. DocumentosOcasionales, 2013, Banco de España. https://repositorio.bde.es/handle/123456789/13304

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