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The Information Content Of Money And Credit For US Activity

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  • Seitz, Franz
  • Albuquerque, Bruno
  • Baumann, Ursel

Abstract

We analyse the forecasting power of different monetary aggregates and credit variables for US GDP. Special attention is paid to the influence of the recent financial market crisis. For that purpose, in the first step we use a three-variable single-equation framework with real GDP, an interest rate spread and a monetary or credit variable, in forecasting horizons of one to eight quarters. This first stage thus serves to pre-select the variables with the highest forecasting content. In a second step, we use the selected monetary and credit variables within different VAR models, and compare their forecasting properties against a benchmark VAR model with GDP and the term spread. Our findings suggest that narrow monetary aggregates, as well as different credit variables, comprise useful predictive information for economic dynamics beyond that contained in the term spread. However, this finding only holds true in a sample that includes the most recent financial crisis. Looking forward, an open question is whether this change in the relationship between money, credit, the term spread and economic activity has been the result of a permanent structural break or whether we might go back to the previous relationships.

Suggested Citation

  • Seitz, Franz & Albuquerque, Bruno & Baumann, Ursel, 2015. "The Information Content Of Money And Credit For US Activity," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113066, Verein für Socialpolitik / German Economic Association.
  • Handle: RePEc:zbw:vfsc15:113066
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    1. Gross, Marco, 2011. "Corporate bond spreads and real activity in the euro area - Least Angle Regression forecasting and the probability of the recession," Working Paper Series 1286, European Central Bank.
    2. Michael T. Belongia & Peter N. Ireland, 2012. "Quantitative Easing: Interest Rates and Money in the Measurement of Monetary Policy," Boston College Working Papers in Economics 801, Boston College Department of Economics.
    3. Lown, Cara & Morgan, Donald P., 2006. "The Credit Cycle and the Business Cycle: New Findings Using the Loan Officer Opinion Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1575-1597, September.
    4. Sims, Christopher A, 1980. "Comparison of Interwar and Postwar Business Cycles: Monetarism Reconsidered," American Economic Review, American Economic Association, vol. 70(2), pages 250-257, May.
    5. Estrella, Arturo & Mishkin, Frederic S., 1997. "The predictive power of the term structure of interest rates in Europe and the United States: Implications for the European Central Bank," European Economic Review, Elsevier, vol. 41(7), pages 1375-1401, July.
    6. Edward E. Leamer, 2007. "Housing is the business cycle," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 149-233.
    7. TengTeng Xu, 2012. "The Role of Credit in International Business Cycles," Staff Working Papers 12-36, Bank of Canada.
    8. Favara, Giovanni & Giordani, Paolo, 2009. "Reconsidering the role of money for output, prices and interest rates," Journal of Monetary Economics, Elsevier, vol. 56(3), pages 419-430, April.
    9. Jon Vilasuso, 2000. "Trend Breaks in Money Growth and the Money‐output Relation in the U.S," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 62(1), pages 53-60, February.
    10. Periklis Gogas & Theophilos Papadimitriou & Elvira Takli, 2013. "Comparison of simple sum and Divisia monetary aggregates in GDP forecasting: a support vector machines approach," Economics Bulletin, AccessEcon, vol. 33(2), pages 1101-1115.
    11. Fabio Canova & Tobias Menz, 2011. "Does Money Matter in Shaping Domestic Business Cycles? An International Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(4), pages 577-607, June.
    12. Serena Ng & Jonathan H. Wright, 2013. "Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1120-1154, December.
    13. Schunk, Donald L, 2001. "The Relative Forecasting Performance of the Divisia and Simple Sum Monetary Aggregates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(2), pages 272-283, May.
    14. Hamilton, James D & Kim, Dong Heon, 2002. "A Reexamination of the Predictability of Economic Activity Using the Yield Spread," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 340-360, May.
    15. Apostolos Serletis & Periklis Gogas, 2014. "Divisia Monetary Aggregates, the Great Ratios, and Classical Money Demand Functions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(1), pages 229-241, February.
    16. Michael Biggs & Thomas Mayer & Andreas Pick, 2009. "Credit and economic recovery," DNB Working Papers 218, Netherlands Central Bank, Research Department.
    17. Luca Gambetti & Alberto Musso, 2017. "Loan Supply Shocks and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 764-782, June.
    18. Nelson, Edward, 2002. "Direct effects of base money on aggregate demand: theory and evidence," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 687-708, May.
    19. Efrem Castelnuovo, 2012. "Estimating the Evolution of Money’s Role in the U.S. Monetary Business Cycle," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(1), pages 23-52, February.
    20. Ivanova, Detelina & Lahiri, Kajal & Seitz, Franz, 2000. "Interest rate spreads as predictors of German inflation and business cycles," International Journal of Forecasting, Elsevier, vol. 16(1), pages 39-58.
    21. James B. Bullard, 2013. "CPI vs. PCE inflation: choosing a standard measure," The Regional Economist, Federal Reserve Bank of St. Louis, issue July.
    22. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    23. Clements,Michael & Hendry,David, 1998. "Forecasting Economic Time Series," Cambridge Books, Cambridge University Press, number 9780521634809, January.
    24. Rudebusch, Glenn D. & Williams, John C., 2009. "Forecasting Recessions: The Puzzle of the Enduring Power of the Yield Curve," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 492-503.
    25. Piergiorgio Alessandri & Haroon Mumtaz, 2017. "Financial conditions and density forecasts for US output and inflation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 24, pages 66-78, March.
    26. Thomas J. Cunningham, 2006. "The predictive power of the Senior Loan Officer Survey: do lending officers know anything special?," FRB Atlanta Working Paper 2006-24, Federal Reserve Bank of Atlanta.
    27. Darrat, Ali F. & Chopin, Marc C. & Lobo, Bento J., 2005. "Money and macroeconomic performance: revisiting divisia money," Review of Financial Economics, Elsevier, vol. 14(2), pages 93-101.
    28. De Pace, Pierangelo & Weber, Kyle D., 2013. "High yield spreads, real economic activity, and the financial accelerator," Economics Letters, Elsevier, vol. 121(3), pages 346-355.
    29. Ang, Andrew & Piazzesi, Monika & Wei, Min, 2006. "What does the yield curve tell us about GDP growth?," Journal of Econometrics, Elsevier, vol. 131(1-2), pages 359-403.
    30. Francis X. Diebold, 2015. "Comparing Predictive Accuracy, Twenty Years Later: A Personal Perspective on the Use and Abuse of Diebold-Mariano Tests," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(1), pages 1-1, January.
    31. Charles T. Carlstrom & Timothy S. Fuerst, 2004. "Thinking about Monetary Policy without Money," International Finance, Wiley Blackwell, vol. 7(2), pages 325-347, July.
    32. Piergiorgio Alessandri & Haroon Mumtaz, 2014. "Financial indicators and density forecasts for US output and inflation," Temi di discussione (Economic working papers) 977, Bank of Italy, Economic Research and International Relations Area.
    33. Arturo Estrella & Mary R. Trubin, 2006. "The yield curve as a leading indicator: some practical issues," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 12(Jul).
    34. Hafer, R.W. & Haslag, Joseph H. & Jones, Garett, 2007. "On money and output: Is money redundant?," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 945-954, April.
    35. Swanson, Norman R., 1998. "Money and output viewed through a rolling window," Journal of Monetary Economics, Elsevier, vol. 41(3), pages 455-474, May.
    36. den Haan, Wouter J. & Sumner, Steven W. & Yamashiro, Guy M., 2007. "Bank loan portfolios and the monetary transmission mechanism," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 904-924, April.
    37. Adrian, Tobias & Estrella, Arturo, 2008. "Monetary tightening cycles and the predictability of economic activity," Economics Letters, Elsevier, vol. 99(2), pages 260-264, May.
    38. Adam Elbourne & Coen Teulings, 2011. "The potential of a small model," CPB Discussion Paper 193, CPB Netherlands Bureau for Economic Policy Analysis.
    39. Ratcliff, Ryan, 2013. "The “probability of recession”: Evaluating probabilistic and non-probabilistic forecasts from probit models of U.S. recessions," Economics Letters, Elsevier, vol. 121(2), pages 311-315.
    40. N. Kundan Kishor & Evan F. Koenig, 2014. "Credit Indicators as Predictors of Economic Activity: A Real‐Time VAR Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(2-3), pages 545-564, March.
    41. Aksoy, Yunus & Piskorski, Tomasz, 2005. "US domestic currency in forecast error variance decompositions of inflation and output," Economics Letters, Elsevier, vol. 86(2), pages 265-271, February.
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    4. Rebecca Stuart, 2020. "The term structure, leading indicators, and recessions: evidence from Switzerland, 1974–2017," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-17, December.

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    More about this item

    JEL classification:

    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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