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Systemic-systematic risk in financial system: A dynamic ranking based on expectiles

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  • Garcia-Jorcano, Laura
  • Sanchis-Marco, Lidia

Abstract

We provide an international comparison of rankings for systematic and systemic risk in the financial system and examine whether both types of risk co-exist. The rankings are based on the information provided by a coherent downside risk measure, the expected shortfall (ES), which we compute from expectiles. Using rolling windows, we obtain dynamic rankings for different banks as well as for financial services and insurance firms from different international regions using principal components analysis (PCA). The main evidence for ES5% indicates that banks from Asia are the most systematic and insurance groups from Europe are the most systemic during a crisis period. Our results have implications for supervisors regarding the regulation of financial firms, as well as for investors regarding the incorporation of diversifiable and non-diversifiable risks in their portfolios.

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  • Garcia-Jorcano, Laura & Sanchis-Marco, Lidia, 2021. "Systemic-systematic risk in financial system: A dynamic ranking based on expectiles," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 330-365.
    • Handle: RePEc:eee:reveco:v:75:y:2021:i:c:p:330-365
    DOI: 10.1016/j.iref.2021.04.001
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    More about this item

    Keywords

    Expectiles; Expected shortfall; Systematic risk; Systemic risk;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation

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