Systemic Risk and the Macroeconomy: An Empirical Evaluation

64 Pages Posted: 23 Feb 2015

See all articles by Stefano Giglio

Stefano Giglio

Yale School of Management; National Bureau of Economic Research (NBER); Centre for Economic Policy Research (CEPR)

Bryan T. Kelly

Yale SOM; AQR Capital Management, LLC; National Bureau of Economic Research (NBER)

Seth Pruitt

Arizona State University (ASU) - Finance Department

Multiple version iconThere are 2 versions of this paper

Date Written: February 2015

Abstract

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.

Suggested Citation

Giglio, Stefano and Kelly, Bryan T. and Pruitt, Seth, Systemic Risk and the Macroeconomy: An Empirical Evaluation (February 2015). NBER Working Paper No. w20963. Available at SSRN: https://ssrn.com/abstract=2568499

Stefano Giglio (Contact Author)

Yale School of Management ( email )

135 Prospect Street
P.O. Box 208200
New Haven, CT 06520-8200
United States

National Bureau of Economic Research (NBER) ( email )

1050 Massachusetts Avenue
Cambridge, MA 02138
United States

Centre for Economic Policy Research (CEPR) ( email )

London
United Kingdom

Bryan T. Kelly

Yale SOM ( email )

135 Prospect Street
P.O. Box 208200
New Haven, CT 06520-8200
United States

AQR Capital Management, LLC ( email )

Greenwich, CT
United States

National Bureau of Economic Research (NBER) ( email )

1050 Massachusetts Avenue
Cambridge, MA 02138
United States

Seth Pruitt

Arizona State University (ASU) - Finance Department ( email )

W. P. Carey School of Business
PO Box 873906
Tempe, AZ 85287-3906
United States

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