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Leverage as a Predictor for Real Activity and Volatility

  • Robert Kollmann
  • Stefan Zeugner

This paper explores the link between the leverage of the US financial sector, of households and 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 variables commonly used by forecasters. Leverage information would not have allowed to predict thr "Great Recession" of 2008-2009 any better than macro/financial predictors.

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File URL: https://dipot.ulb.ac.be/dspace/bitstream/2013/85421/1/2011-009-KOLLMANN_ZEUGNER-leverage.pdf
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Paper provided by ULB -- Universite Libre de Bruxelles in its series Working Papers ECARES with number ECARES 2011-009.

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Length: 30 p.
Date of creation: Apr 2011
Date of revision:
Publication status: Published by:
Handle: RePEc:eca:wpaper:2013/85421
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  1. James Yetman & Michael B. Devereux, 2010. "leverage constraints and the international transmission of shocks," 2010 Meeting Papers 1341, Society for Economic Dynamics.
  2. 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.
  3. Kirstin Hubrich & Kenneth D. West, 2010. "Forecast evaluation of small nested model sets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 574-594.
  4. Giannone, Domenico & Reichlin, Lucrezia & Sala, Luca, 2005. "Monetary Policy in Real Time," CEPR Discussion Papers 4981, C.E.P.R. Discussion Papers.
    • 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.
  5. Ignazio Angeloni & Ester Faia, 2009. "A Tale of Two Policies: Prudential Regulation and Monetary Policy with Fragile Banks," Kiel Working Papers 1569, Kiel Institute for the World Economy.
  6. David Aikman & Matthias Paustian, 2006. "Bank capital, asset prices and monetary policy," Bank of England working papers 305, Bank of England.
  7. 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.
  8. Luc Laeven & Harry Huizinga, 2009. "Accounting Discretion of Banks During a Financial Crisis," IMF Working Papers 09/207, International Monetary Fund.
  9. Robert Kollmann & Zeno Enders & Gernot J. Mueller, 2011. "Global banking and international business cycles," Globalization and Monetary Policy Institute Working Paper 72, Federal Reserve Bank of Dallas.
  10. Goetz von Peter, 2004. "Asset prices and banking distress: a macroeconomic approach," BIS Working Papers 167, Bank for International Settlements.
  11. Hyun Song Shin & Emanuel Moench & Tobias Adrian, 2010. "Financial Intermediation, Asset Prices, and Macroeconomic Dynamics," 2010 Meeting Papers 297, Society for Economic Dynamics.
  12. Stock, James H. & Watson, Mark W., 2006. "Forecasting with Many Predictors," Handbook of Economic Forecasting, Elsevier.
  13. Gabriele Galati & Richhild Moessner, 2010. "Macroprudential policy - a literature review," DNB Working Papers 267, Netherlands Central Bank, Research Department.
  14. Césaire Meh & Kevin Moran, 2008. "The Role of Bank Capital in the Propagation of Shocks," Working Papers 08-36, Bank of Canada.
  15. 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.
  16. Giannone, Domenico & Lenza, Michele & Reichlin, Lucrezia, 2007. "Explaining The Great Moderation: It Is Not The Shocks," CEPR Discussion Papers 6600, C.E.P.R. Discussion Papers.
  17. Vasco Curdia & Michael Woodford, 2008. "Credit Frictions and Optimal Monetary Policy," Discussion Papers 0809-02, Columbia University, Department of Economics.
  18. Tobias Adrian & Hyun Song Shin, 2009. "Financial intermediaries and monetary economics," Staff Reports 398, Federal Reserve Bank of New York.
  19. 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.
  20. Lutz Kilian, 2009. "Pitfalls in Estimating Asymmetric Effects of Energy Price Shocks," 2009 Meeting Papers 473, Society for Economic Dynamics.
  21. 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.
  22. 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.
  23. 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.
  24. Skander Van den Heuvel, 2005. "The Welfare Cost of Bank Capital Requirements," 2005 Meeting Papers 880, Society for Economic Dynamics.
  25. Ali Dib, 2010. "Banks, Credit Market Frictions, and Business Cycles," Working Papers 10-24, Bank of Canada.
  26. 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.
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