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Systemic Risk Analysis using Forward-Looking Distance-to-Default Series

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  • Martín Saldías

Abstract

Based on Contingent Claims Analysis, this paper develops a method to monitor systemic risk in the European banking system. Aggregated Distance-to-Default series are generated using option prices information from systemically important banks and the STOXX Europe 600 Banks Index. These indicators provide methodological advantages in monitoring vulnerabilities in the banking system over time: 1) they capture interdependences and joint risk of distress in systemically important banks; 2) their forward-looking feature endow them with early signaling properties compared to traditional approaches in the literature and other market-based indicators; 3) they produce simultaneously smooth and informative long-term signals and quick and clear reaction to market distress and 4) they incorporate additional information through option prices about tail risk and correlation breaks, in line with recent findings in the literature.

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Paper provided by Banco de Portugal, Economics and Research Department in its series Working Papers with number w201216.

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Date of creation: 2012
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Handle: RePEc:ptu:wpaper:w201216

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Cited by:
  1. Martín Saldías, 2011. "A Market-based Approach to Sector Risk Determinants and Transmission in the Euro Area," Working Papers w201130, Banco de Portugal, Economics and Research Department.
  2. Patro, Dilip K. & Qi, Min & Sun, Xian, 2013. "A simple indicator of systemic risk," Journal of Financial Stability, Elsevier, vol. 9(1), pages 105-116.
  3. Vallascas, Francesco & Keasey, Kevin, 2012. "Bank resilience to systemic shocks and the stability of banking systems: Small is beautiful," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1745-1776.

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