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Journal of Financial Stability Vol. 16 2015

Calculating systemic risk capital: A factor model approach

Panagiotis Avramidis1; Fotios Pasiouras2,3

1 Alba Graduate Business School, The American College of Greece · 2 University of Surrey · 3 Technical University of Crete

Abstract

We treat the banking system as a traded credit portfolio and calculate systemic risk capital as the amount of capital that insures the portfolio's value against unexpected losses. Using data from the largest global financial institutions, we find evidence of extreme event dependence between banks during the recent financial crisis. Subsequently, we extend the existing Gaussian approach by proposing a model that accounts for the extreme event dependence, and we quantify the level of capital shortfall when this characteristic is ignored. Furthermore, the mark to market valuation approach incorporates the economic loss of credit downgrades into the estimates.

DOI
10.1016/j.jfs.2015.01.003
Volume
16
Pages
138-150
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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