Predicting failure in the commercial banking industry
AbstractThe ability to predict bank failure has become much more important since the mortgage foreclosure crisis began in 2007. The model proposed in this study uses proxies for the regulatory standards embodied in the so-called CAMELS rating system, as well as several local or national economic variables to produce a model that is robust enough to forecast bank failure for the entire commercial bank industry in the United States. This model is able to predict failure (survival) accurately for commercial banks during both the Savings and Loan crisis and the mortgage foreclosure crisis. Other important results include the insignificance of several factors proposed in the literature, including total assets, real price of energy, currency ratio and the interest rate spread.
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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 34608.
Date of creation: 05 Aug 2011
Date of revision:
bank failure; banking crises; CAMELS ratings;
Find related papers by JEL classification:
- G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
- G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- G01 - Financial Economics - - General - - - Financial Crises
This paper has been announced in the following NEP Reports:
- NEP-ALL-2011-11-14 (All new papers)
- NEP-BAN-2011-11-14 (Banking)
- NEP-CFN-2011-11-14 (Corporate Finance)
- NEP-FOR-2011-11-14 (Forecasting)
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