Measuring systemic financial stress and its risks for growth

Arbeitspapier

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.

Object Details

• ISBN: 978-92-899-6127-1
• Language: Englisch

References and Relationships

• Bibliographic citation: Series: ECB Working Paper ; No. 2842

Classification and Topics

• Classification: Wirtschaft ; Semiparametric and Nonparametric Methods: General ; Multiple or Simultaneous Equation Models: Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models ; Index Numbers and Aggregation; Leading indicators ; Forecasting Models; Simulation Methods ; Financial Markets and the Macroeconomy ; Financial Crises
• Subject: Financial crisis ; Financial stress index ; Macro-financial linkages ; Quantile VAR ; Systemic risk

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Chavleishvili, Sulkhan ; Kremer, Manfred
• Event: Veröffentlichung
• (who): European Central Bank (ECB)
• (where): Frankfurt a. M.
• (when): 2023

Further information

• DOI: doi:10.2866/25709
• Handle: http://hdl.handle.net/10419/278674
• Last update: 10.03.2025, 11:43 AM CET