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Sophisticated vs. Simple Systemic Risk Measures

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  • Pankoke, David

Abstract

This paper evaluates whether sophisticated or simple systemic risk measures are more suitable in identifying which institutions contribute to systemic risk. In this investigation, DCoVaR, Marginal Expected Shortfall (MES), SRISK and Granger-Causality Networks are considered as sophisticated systemic risk measures. Market capitalization, total debt, leverage, the stock market returns of an institution, and the correlation between the stock market returns of an institution and the market, are considered as simple systemic risk measures. Systemic relevance is approximated by the receipt of financial support during the financial crisis and the classification, as a systemically important institution, by national or international regulators. The analyses are performed for all companies included in the S&P 500 composite index. The findings suggest that simple systemic risk measures have more explanatory power than sophisticated risk measures. In particular, total debt is found to be the most suitable indicator to detect institutions which contribute to systemic risk, according to the explanatory power and model fit. The most suitable sophisticated risk measure seems to be SRISK.

Suggested Citation

  • Pankoke, David, 2014. "Sophisticated vs. Simple Systemic Risk Measures," Working Papers on Finance 1422, University of St. Gallen, School of Finance.
  • Handle: RePEc:usg:sfwpfi:2014:22
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    File URL: http://ux-tauri.unisg.ch/RePEc/usg/sfwpfi/WPF-1422.pdf
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    Cited by:

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    5. Iori, G. & Gurgone, A., 2019. "A multi-agent methodology to assess the effectiveness of alternative systemic risk adjusted capital requirements," Working Papers 19/05, Department of Economics, City University London.

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    Keywords

    Systemic Risk; DCoVaR; Marginal Expected Shortfall; SRISK; Granger-Causality Networks;
    All these keywords.

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