63 Pages Posted: 26 Oct 2012 Last revised: 10 Feb 2015
Date Written: January 1, 2015
This article evaluates a large collection of systemic risk measures based on their ability to predict macroeconomic downturns. We evaluate 19 measures of systemic risk in the US and Europe spanning several decades. We propose dimension reduction estimators for constructing systemic risk indexes from the cross section of measures and prove their consistency in a factor model setting. Empirically, systemic risk indexes provide significant predictive information out-of-sample for the lower tail of future macroeconomic shocks.
Keywords: systemic risk, measures, quantile regression, predictive regression, macroeconomic downturns
Suggested Citation: Suggested Citation
Giglio, Stefano and Kelly, Bryan T. and Pruitt, Seth, Systemic Risk and the Macroeconomy: An Empirical Evaluation (January 1, 2015). Fama-Miller Working Paper; Chicago Booth Research Paper No. 12-49. Available at SSRN: https://ssrn.com/abstract=2158347 or http://dx.doi.org/10.2139/ssrn.2158347
By Andrew Ang