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Credit, the Stock Market and Oil: Forecasting US GDP

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Author Info
Muellbauer, John
Nunziata, Luca

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Abstract

We derive a comprehensive one-year ahead forecasting model of US per capita GDP for 1955-2000, collectively examining variables usually considered singly, e.g. interest rates, credit conditions, the stock market, oil prices and the yield gap, of which all, except the last, are found to matter. The credit conditions index is measured in the Federal Reserve’s Survey of Senior Loan Officers and its importance is consistent with a ‘financial accelerator’ view. The balance of payments, exchange rate and fiscal policy also play a role. We address the Lucas critique, investigating consequences of monetary policy regime shifts in 1980, and fiscal policy regime shifts at the end of the 1980’s. The model forecasts in 2001 the most severe growth reversal since 1974.

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Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 2906.

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Date of creation: Aug 2001
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Handle: RePEc:cpr:ceprdp:2906

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Related research
Keywords: Lucas critique; macroeconomic forecasts; monetary policy transmission; oil prices; the credit channel; the financial accelerator; the US recession;

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Find related papers by JEL classification:
E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation
E63 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization

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  1. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393 Elsevier. [Downloadable!] (restricted)
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  2. Hamilton, James D., 1996. "This is what happened to the oil price-macroeconomy relationship," Journal of Monetary Economics, Elsevier, vol. 38(2), pages 215-220, October. [Downloadable!] (restricted)
    Other versions:
  3. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January. [Downloadable!] (restricted)
  4. Harvey, A C & Jaeger, A, 1993. "Detrending, Stylized Facts and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(3), pages 231-47, July-Sept. [Downloadable!] (restricted)
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  6. Muellbauer, John N J, 1996. "Income Persistence and Macro-Policy Feedbacks in the U.S," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(4), pages 703-33, November.
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  11. John Y. Campbell, 1995. "Some Lessons from the Yield Curve," NBER Working Papers 5031, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  12. Sims, Christopher A., 1992. "Interpreting the macroeconomic time series facts : The effects of monetary policy," European Economic Review, Elsevier, vol. 36(5), pages 975-1000, June. [Downloadable!] (restricted)
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  13. Peel, David A. & Taylor, Mark P., 1998. "The slope of the yield curve and real economic activity: tracing the transmission mechanism," Economics Letters, Elsevier, vol. 59(3), pages 353-360, June. [Downloadable!] (restricted)
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  15. Raymond, Jennie E & Rich, Robert W, 1997. "Oil and the Macroeconomy: A Markov State-Switching Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(2), pages 193-213, May.
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  17. David F. Hendry & Hans-Martin Krolzig, 1999. "Improving on 'Data mining reconsidered' by K.D. Hoover and S.J. Perez," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 202-219.
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  19. Friedman, Benjamin M & Kuttner, Kenneth N, 1992. "Money, Income, Prices, and Interest Rates," American Economic Review, American Economic Association, vol. 82(3), pages 472-92, June. [Downloadable!] (restricted)
  20. Richard Clarida & Jordi Gali & Mark Gertler, 1997. "Monetary Policy Rules in Practice: Some International Evidence," NBER Working Papers 6254, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  21. Sims, Christopher A, 1996. "Macroeconomics and Methodology," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 105-20, Winter. [Downloadable!] (restricted)
  22. Krolzig, H.-M. & Toro, J., 1999. "A New Approach to the Analysis of Shocks and the Cycle in a Model of Output and Employment," Economics Working Papers eco99/30, European University Institute.
  23. Gordon, Robert J, 2000. "Does the 'New Economy' Measure up to the Great Inventions of the Past?," CEPR Discussion Papers 2607, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  24. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March. [Downloadable!] (restricted)
  25. Michael P. Clements & Hans-Martin Krolzig, 1998. "A comparison of the forecast performance of Markov-switching and threshold autoregressive models of US GNP," Econometrics Journal, Royal Economic Society, vol. 1(Conferenc), pages C47-C75.
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  27. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February. [Downloadable!] (restricted)
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  28. Hans-Martin Krolzig & Michael P. Clements, 2002. "Can oil shocks explain asymmetries in the US Business Cycle?," Empirical Economics, Springer, vol. 27(2), pages 185-204. [Downloadable!] (restricted)
Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Christopher Bowdler, 2004. "Openness and the output-inflation tradeoff," Money Macro and Finance (MMF) Research Group Conference 2003 7, Money Macro and Finance Research Group. [Downloadable!]
    Other versions:
  2. Temple, Jonathan, 2002. "An Assessment of the New Economy," CEPR Discussion Papers 3597, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
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