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This paper develops an analytical framework that can be used to anticipate problems in the banking system and enable supervisors to take mitigating actions at an early stage. This paper has two components. First, it develops an early warning indicator that is intended to capture a number of the systemic risks that can affect the banking system as a whole. Second, it develops a methodology to detect problems at the individual bank level in an effort to identify those firms with financial vulnerabilities.
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