For the purposes of financial stability, identifying financial institutions that, when in distress, could have a significant adverse impact on financial markets is important. A TrAffic LIght System for Systemic Stress (TALIS-cube) is proposed that provides a comprehensive color-based classification for grouping companies according to both the stress reaction level of the system when the company is in distress and the company's stress level. TALIS3 can integrate multiple signals from the interaction between different risk metrics. Starting from specific risk indicators, companies are classified by combining two loss functions—one for the system and one for each company—evaluated over time and as a cross section. An aggregated index is also obtained from the color-based classification of companies. TALIS3 can be used to enhance the performance and robustness of existing systemic risk measures. An empirical analysis of the U.S. market is also provided.

TrAffic LIght system for systemic Stress: TALIS3

Caporin M.
;
2021

Abstract

For the purposes of financial stability, identifying financial institutions that, when in distress, could have a significant adverse impact on financial markets is important. A TrAffic LIght System for Systemic Stress (TALIS-cube) is proposed that provides a comprehensive color-based classification for grouping companies according to both the stress reaction level of the system when the company is in distress and the company's stress level. TALIS3 can integrate multiple signals from the interaction between different risk metrics. Starting from specific risk indicators, companies are classified by combining two loss functions—one for the system and one for each company—evaluated over time and as a cross section. An aggregated index is also obtained from the color-based classification of companies. TALIS3 can be used to enhance the performance and robustness of existing systemic risk measures. An empirical analysis of the U.S. market is also provided.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11577/3398287
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