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Leverage as a predictor for real activity and volatility

Listed author(s):
  • Kollmann, Robert
  • Zeugner, Stefan

This paper explores the link between the leverage of the US financial sector, of households and of non-financial businesses, and real activity. We document that leverage is negatively correlated with the future growth of real activity, and positively linked to the conditional volatility of future real activity and of equity returns. The joint information in sectoral leverage series is more relevant for predicting future real activity than the information contained in any individual leverage series. Using in-sample regressions and out-of sample forecasts, we show that the predictive power of leverage is roughly comparable to that of macro and financial predictors commonly used by forecasters. Leverage information would not have allowed to predict the ‘Great Recession’ of 2008–2009 any better than conventional macro/financial predictors.

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File URL: http://www.sciencedirect.com/science/article/pii/S0165188912000826
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Article provided by Elsevier in its journal Journal of Economic Dynamics and Control.

Volume (Year): 36 (2012)
Issue (Month): 8 ()
Pages: 1267-1283

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Handle: RePEc:eee:dyncon:v:36:y:2012:i:8:p:1267-1283
DOI: 10.1016/j.jedc.2012.03.010
Contact details of provider: Web page: http://www.elsevier.com/locate/jedc

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  1. de Walque, Gregory & Pierrard, Olivier & Rouabah, Abdelaziz, 2009. "Financial (In)stability, Supervision and Liquidity Injections: A Dynamic General Equilibrium Approach," CEPR Discussion Papers 7202, C.E.P.R. Discussion Papers.
  2. David Aikman & Matthias Paustian, 2006. "Bank capital, asset prices and monetary policy," Bank of England working papers 305, Bank of England.
  3. Adrian, Tobias & Song Shin, Hyun, 2010. "Financial Intermediaries and Monetary Economics," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 12, pages 601-650 Elsevier.
  4. Lutz Kilian, 2009. "Pitfalls in Estimating Asymmetric Effects of Energy Price Shocks," 2009 Meeting Papers 473, Society for Economic Dynamics.
  5. Skander Van den Heuvel, 2005. "The Welfare Cost of Bank Capital Requirements," 2005 Meeting Papers 880, Society for Economic Dynamics.
  6. Giannone, Domenico & Lenza, Michele & Reichlin, Lucrezia, 2008. "Explaining the Great Moderation: it is not the shocks," Working Paper Series 0865, European Central Bank.
  7. Domenico Giannone & Lucrezia Reichlin & Luca Sala, 2005. "Monetary policy in real time," ULB Institutional Repository 2013/6401, ULB -- Universite Libre de Bruxelles.
    • Domenico Giannone & Lucrezia Reichlin & Luca Sala, 2005. "Monetary Policy in Real Time," NBER Chapters, in: NBER Macroeconomics Annual 2004, Volume 19, pages 161-224 National Bureau of Economic Research, Inc.
  8. Clark, Todd E. & West, Kenneth D., 2007. "Approximately normal tests for equal predictive accuracy in nested models," Journal of Econometrics, Elsevier, vol. 138(1), pages 291-311, May.
  9. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, 09.
  10. Césaire Meh & Kevin Moran, 2008. "The Role of Bank Capital in the Propagation of Shocks," Staff Working Papers 08-36, Bank of Canada.
  11. Tobias Adrian & Emanuel Moench & Hyun Song Shin, 2010. "Financial intermediation, asset prices, and macroeconomic dynamics," Staff Reports 422, Federal Reserve Bank of New York.
  12. Gurkaynak, Refet S. & Sack, Brian & Wright, Jonathan H., 2007. "The U.S. Treasury yield curve: 1961 to the present," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2291-2304, November.
  13. Robert KOLLMANN, 2011. "Global Banking and International Business Cycles," 2011 Meeting Papers 20, Society for Economic Dynamics.
  14. Ali Dib, 2010. "Banks, Credit Market Frictions, and Business Cycles," Staff Working Papers 10-24, Bank of Canada.
  15. Gabriele Galati & Richhild Moessner, 2013. "Macroprudential Policy – A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 846-878, December.
  16. Michael B. Devereux & James Yetman, 2010. "Leverage Constraints and the International Transmission of Shocks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 71-105, 09.
  17. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
  18. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
  19. In't Veld, Jan & Raciborski, Rafal & Ratto, Marco & Roeger, Werner, 2011. "The recent boom-bust cycle: The relative contribution of capital flows, credit supply and asset bubbles," European Economic Review, Elsevier, vol. 55(3), pages 386-406, April.
  20. Goetz von Peter, 2004. "Asset prices and banking distress: a macroeconomic approach," BIS Working Papers 167, Bank for International Settlements.
  21. Curdia, Vasco & Woodford, Michael, 2015. "Credit frictions and optimal monetary policy," Working Paper Series 2015-20, Federal Reserve Bank of San Francisco, revised 10 Dec 2015.
  22. Luc Laeven & Harry Huizinga, 2009. "Accounting discretion of banks during a financial crisis," IMF Working Papers 09/207, .
  23. Angeloni, Ignazio & Faia, Ester, 2009. "A tale of two policies: prudential regulation and monetary policy with fragile banks," Kiel Working Papers 1569, Kiel Institute for the World Economy (IfW).
  24. Stock, James H. & Watson, Mark W., 2006. "Forecasting with Many Predictors," Handbook of Economic Forecasting, Elsevier.
  25. Hubrich, Kirstin & West, Kenneth D., 2009. "Forecast evaluation of small nested model sets," Working Paper Series 1030, European Central Bank.
  26. Gertler, Mark & Kiyotaki, Nobuhiro, 2010. "Financial Intermediation and Credit Policy in Business Cycle Analysis," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 11, pages 547-599 Elsevier.
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