Please use this identifier to cite or link to this item: https://hdl.handle.net/10419/278674 
Year of Publication: 
2023
Series/Report no.: 
ECB Working Paper No. 2842
Publisher: 
European Central Bank (ECB), Frankfurt a. M.
Abstract: 
This paper proposes a general statistical framework for systemic financial stress indices which measure the severity of financial crises on a continuous scale. Several index designs from the financial stress and systemic risk literature can be represented as special cases. We introduce an enhanced daily variant of the CISS (composite indicator of systemic stress) for the euro area and the US. The CISS aggregates a representative set of stress indicators using their time-varying cross-correlations as systemic risk weights, computationally similar to how portfolio risk is computed from the risk characteristics of individual assets. A boot-strap algorithm provides test statistics. Single-equation and system quantile growth-at-risk regressions show that the CISS has stronger effects in the lower tails of the growth distribution. Simulations based on a quantile VAR suggest that systemic stress is a major driver of the Great Recession, while its contribution to the COVID-19 crisis appears to be small.
Subjects: 
Financial crisis
Financial stress index
Macro-financial linkages
Quantile VAR
Systemic risk
JEL: 
C14
C31
C43
C53
E44
G01
Persistent Identifier of the first edition: 
ISBN: 
978-92-899-6127-1
Document Type: 
Working Paper

Files in This Item:
File
Size





Items in EconStor are protected by copyright, with all rights reserved, unless otherwise indicated.