Bericht

Banking crisis prediction with differenced relative credit

Indicators based on the ratio of credit to GDP have been found to be highly useful predictors of banking crises. We study the difference in this ratio as an early warning indicator. We test a large number of different versions of the differenced credit-to-GDP ratio with data on Euro area members. The optimal time interval of the difference is about two years. Using the moving average of GDP instead of the latest annual data has little impact on forecasting performance. The indicator is a particularly promising choice at relatively short forecasting horizons, such as two or three years.

Language
Englisch

Bibliographic citation
Series: BoF Economics Review ; No. 4/2019

Classification
Wirtschaft
Financial Crises
Financial Forecasting and Simulation
Financial Institutions and Services: Government Policy and Regulation
Subject
banking crises
early warning indicators
differenced relative credit
credit intensity
countercyclical capital buffer

Event
Geistige Schöpfung
(who)
Kauko, Karlo
Tölö, Eero
Event
Veröffentlichung
(who)
Bank of Finland
(where)
Helsinki
(when)
2019

Handle
Last update
10.03.2025, 11:43 AM CET

Data provider

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Object type

  • Bericht

Associated

  • Kauko, Karlo
  • Tölö, Eero
  • Bank of Finland

Time of origin

  • 2019

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