2011
DOI: 10.1016/j.ejpoleco.2011.01.003
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Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity

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Cited by 335 publications
(368 citation statements)
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“…The finding of a strong role of credit is in line with earlier literature on the determinants of financial crises (see e.g. Borio and Lowe (2004), Alessi and Detken (2011), Drehmann et al (2011), Schularick and Taylor (2012), Behn et al (2013) and LoDuca and Peltonen (2013)), and it also supports the Basel Committee's focus on monitoring movements in the credit-to-GDP gap when setting the countercyclical capital buffer (see Basel Committee on Banking Supervision (2010b)). 24 In the next three columns, we gradually extend the information set by adding the non-core funding gap, banks' capitalization (as measured by the equity ratio) and the output gap.…”
Section: Econometric Resultssupporting
confidence: 80%
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“…The finding of a strong role of credit is in line with earlier literature on the determinants of financial crises (see e.g. Borio and Lowe (2004), Alessi and Detken (2011), Drehmann et al (2011), Schularick and Taylor (2012), Behn et al (2013) and LoDuca and Peltonen (2013)), and it also supports the Basel Committee's focus on monitoring movements in the credit-to-GDP gap when setting the countercyclical capital buffer (see Basel Committee on Banking Supervision (2010b)). 24 In the next three columns, we gradually extend the information set by adding the non-core funding gap, banks' capitalization (as measured by the equity ratio) and the output gap.…”
Section: Econometric Resultssupporting
confidence: 80%
“…We also find that both a larger house price-to-income and non-core funding ratio gap increases the likelihood of a crisis. These results are in line with Borio and Lowe (2004), Alessi and Detken (2011), Drehmann et al (2011), Schularick and Taylor (2012), Behn et al (2013), LoDuca and Peltonen (2013) and Hahm et al (2013). It is reassuring that similar results may be established using a different information set.…”
Section: Introductionsupporting
confidence: 79%
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“…A key finding of this paper is that exuberant credit growth usually anticipates financial crisis. Similar results have been obtained by Alessi and Detken (2011), Borio and Drehmann (2009) and by Tenjo and López (2010) who construct early warning models of financial crises for alternative groups of countries.…”
Section: Literature Reviewsupporting
confidence: 75%
“…15 The costs of FNs and FPs might be asymmetric, where the weight depends on the policymaker's preferences between giving false signals of crisis and tranquil periods. To calibrate an optimal model and threshold for policy action, we adapt the approach pioneered in Demirgüç-Kunt and Detragiache (2000) with the technical implementation suggested by Alessi and Detken (2011). The loss function of the policymaker is thus defined as:…”
Section: True Positive (Tp) False Positive (Fp) Predicted Class -Falsmentioning
confidence: 99%