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A dynamic MST-deltaCoVaR model of systemic risk in the European insurance sector

Author

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  • Denkowska Anna

    (Department of Mathematics, Cracow University of Economics, Kraków, Poland)

  • Wanat Stanisław

    (Department of Mathematics, Cracow University of Economics, Kraków, Poland)

Abstract

This work is a response to the EIOPA paper entitled ‘Systemic risk and macroprudential policy in insurance’, which asserts that in order to evaluate the potential systemic risk (SR), the build-up of risk, especially risk arising over time, should be taken into account, as well as the interlinkages occurring in the financial sector and the whole economy. The topological indices of minimum spanning trees (MST) and the deltaCoVaR measure are the main tools used to analyse the systemic risk dynamics in the European insurance sector in the years 2005-2019. The article analyses the contribution of each of the 28 largest European insurance companies, including those appearing on the G-SIIs list, to systemic risk. Moreover, the paper aims to determine whether the most important contribution to systemic risk is made by companies with the highest betweenness centrality or the highest degree in the obtained MST.

Suggested Citation

  • Denkowska Anna & Wanat Stanisław, 2021. "A dynamic MST-deltaCoVaR model of systemic risk in the European insurance sector," Statistics in Transition New Series, Polish Statistical Association, vol. 22(2), pages 173-188, June.
    • Handle: RePEc:vrs:stintr:v:22:y:2021:i:2:p:173-188:n:2
    DOI: 10.21307/stattrans-2021-022
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    References listed on IDEAS

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    1. repec:fip:fedhpr:y:2010:i:may:p:65-71 is not listed on IDEAS
    2. Faisal Baluch & Stanley Mutenga & Chris Parsons, 2011. "Insurance, Systemic Risk and the Financial Crisis," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 36(1), pages 126-163, January.
    3. Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2017. "Measuring Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 2-47.
    4. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    5. R. Mantegna, 1999. "Hierarchical structure in financial markets," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 11(1), pages 193-197, September.
    6. Hua Chen & J. David Cummins & Krupa S. Viswanathan & Mary A. Weiss, 2014. "Systemic Risk and the Interconnectedness Between Banks and Insurers: An Econometric Analysis," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 81(3), pages 623-652, September.
    7. Scott E. Harrington, 2009. "The Financial Crisis, Systemic Risk, and the Future of Insurance Regulation," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(4), pages 785-819, December.
    8. Anna Denkowska & Stanis{l}aw Wanat, 2019. "Linkages and systemic risk in the European insurance sector: Some new evidence based on dynamic spanning trees," Papers 1908.01142, arXiv.org, revised Aug 2019.
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