Joint research unit 7235

What do bankrupcty prediction models tell us about banking regulation? Evidence from statistical and learning approaches

Gaëtan Le Quang, Pierre Durand

Prudential regulation is supposed to strengthen financial stability and banks’ resilience to new economic shocks. We tackle this issue by evaluating the impact of leverage, capital, and liquidity ratios on banks default probability. To this aim, we use logistic regression, random forest classification, and artificial neural networks applied on the United-States and European samples over the 2000-2018 period. Our results are based on 4707 banks in the US and 3529 banks in Europe, among which 454 and 205 defaults respectively. We show that, in the US sample, capital and equity ratios have strong negative impact on default probability. Liquidity ratio has a positive effect which can be justified by the low returns associated with liquid assets. Overall, our investigation suggests that fewer prudential rules and higher leverage ratio should reinforce the banking system’s resilience. Because of the lack of official failed banks list in Europe, our findings on this sample are more delicate to interpret.

AGENDA

Monday 27 June 2022

Law, Institutions and Economics in Nanterre (LIEN)

Miriam Buiten (St Gallen Univ)

En distanciel à 11H30

From intermediaries to moderators of the internet: Should online platforms be liable?

Monday 27 June 2022

Law, Institutions and Economics in Nanterre (LINK)

Miriam Buiten (St Gallen Univ)

En distanciel à 11H30

From intermediaries to moderators of the internet: Should online platforms be liable?

Thursday 30 June 2022

Doctorants

Zoltán Szücs | Gagnie Pascal Yebarth

Salle 401-402

Le rôle de la police municipale dans la satisfaction des attentes de la population parisienne en termes de tranquillité publique | Politiques publiques et externalités dans les jeux stratégiques de marché

Thursday 30 June 2022

PhD students

Zoltán Szücs | Gagnie Pascal Yebarth

Salle 401-402

Le rôle de la police municipale dans la satisfaction des attentes de la population parisienne en termes de tranquillité publique | Politiques publiques et externalités dans les jeux stratégiques de marché

Friday 1 July 2022

Colloques et Workshops

9th Workshop on Economic Analysis of Litigation

Friday 1 July 2022

Colloques et Workshops

9th Workshop on Economic Analysis of Litigation

Monday 4 July 2022

Colloques et Workshops

Joint Webinar on Environment and Health in Seaport Cities

Monday 4 July 2022

Colloques et Workshops

Webinar conjoint sur l’environnement et la santé dans les villes maritimes

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