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Linear and Threshold Forecasts of Output and Inflation with Stock and Housing Prices

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Author Info
Greg Tkacz
Carolyn Wilkins

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Abstract

The authors examine whether simple measures of Canadian equity and housing price misalignments contain leading information about output growth and inflation. Previous authors have found that the information content of asset prices in general, and equity and housing prices in particular, are unreliable in that they do not systematically predict future economic activity or inflation. However, earlier studies relied on simple linear relationships that would fail to pick up the potential non-linear effects of asset-price misalignments. The authors' results suggest that housing prices are useful for predicting GDP growth, even within a linear context. Moreover, both stock and housing prices can improve inflation forecasts, especially when using a threshold specification. These improvements in forecast performance are relative to the information contained in Phillips-curve type indicators for inflation and IS-curve type indicators for GDP growth.

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File URL: http://www.bankofcanada.ca/en/res/wp/2006/wp06-25.pdf
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Paper provided by Bank of Canada in its series Working Papers with number 06-25.

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Length: 37 pages
Date of creation: 2006
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Handle: RePEc:bca:bocawp:06-25

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Related research
Keywords: Inflation and prices; Business fluctuations and cycles;

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Find related papers by JEL classification:
C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Other Model Applications
E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates

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References listed on IDEAS
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. Hamilton, James D. & Whiteman, Charles H., 1985. "The observable implications of self-fulfilling expectations," Journal of Monetary Economics, Elsevier, vol. 16(3), pages 353-373, November. [Downloadable!] (restricted)
  2. Clark, Todd E. & McCracken, Michael W., 2001. "Tests of equal forecast accuracy and encompassing for nested models," Journal of Econometrics, Elsevier, vol. 105(1), pages 85-110, November. [Downloadable!] (restricted)
    Other versions:
  3. Céline Gauthier & Christopher Graham & Ying Liu, 2004. "Financial Conditions Indexes for Canada," Working Papers 04-22, Bank of Canada. [Downloadable!]
  4. McCracken, Michael W., 2007. "Asymptotics for out of sample tests of Granger causality," Journal of Econometrics, Elsevier, vol. 140(2), pages 719-752, October. [Downloadable!] (restricted)
  5. Galbraith, John W. & Tkacz, Greg, 2000. "Testing for asymmetry in the link between the yield spread and output in the G-7 countries," Journal of International Money and Finance, Elsevier, vol. 19(5), pages 657-672, October. [Downloadable!] (restricted)
    Other versions:
  6. Celine Gauthier & Fu Chun Li, 2004. "Linking Real Activity and Financial Markets: BEAM model 1," Money Macro and Finance (MMF) Research Group Conference 2004 52, Money Macro and Finance Research Group. [Downloadable!]
  7. Coletti, D. & Hunt, B. & Rose, D. & Tetlow, R., 1996. "The Bank of Canada's New Quarterly Projection Model. Part 3 , the Dynamic Model : QPM," Technical Reports 75, Bank of Canada. [Downloadable!]
  8. Robert G. King & Charles I. Plosser & James H. Stock & Mark W. Watson, 1991. "Stochastic trends and economic fluctuations," Working Paper Series, Macroeconomic Issues 91-4, Federal Reserve Bank of Chicago.
    Other versions:
  9. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-30, March. [Downloadable!] (restricted)
    Other versions:
  10. Sunil Sharma & Sushil Bikhchandani, 2000. "herd Behavior in Financial Markets - A Review," IMF Working Papers 00/48, International Monetary Fund.
  11. Andrew J. Filardo, 2001. "Should monetary policy respond to asset price bubbles? : some experimental results," Research Working Paper RWP 01-04, Federal Reserve Bank of Kansas City. [Downloadable!]
  12. Harvey, David & Leybourne, Stephen & Newbold, Paul, 1997. "Testing the equality of prediction mean squared errors," International Journal of Forecasting, Elsevier, vol. 13(2), pages 281-291, June. [Downloadable!] (restricted)
  13. Charles Bean, 2003. "Asset prices, financial imbalances and monetary policy: are inflation targets enough?," BIS Working Papers 140, Bank for International Settlements. [Downloadable!]
    Other versions:
  14. Bordo, Michael D & Jeanne, Olivier, 2002. "Monetary Policy and Asset Prices: Does 'Benign Neglect' Make Sense?," International Finance, Blackwell Publishing, vol. 5(2), pages 139-64, Summer. [Downloadable!] (restricted)
    Other versions:
  15. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-48, April.
    Other versions:
  16. Jack Selody & Carolyn Wilkins, 2004. "Asset Prices and Monetary Policy: A Canadian Perspective on the Issues," Bank of Canada Review, Bank of Canada, vol. 2004(Autumn), pages 3-14. [Downloadable!]
  17. Bradley, Michael D. & Jansen, Dennis W., 2004. "Forecasting with a nonlinear dynamic model of stock returns and industrial production," International Journal of Forecasting, Elsevier, vol. 20(2), pages 321-342. [Downloadable!] (restricted)
  18. Tkacz, Greg, 2001. "Neural network forecasting of Canadian GDP growth," International Journal of Forecasting, Elsevier, vol. 17(1), pages 57-69. [Downloadable!] (restricted)
  19. West, Kenneth D, 1996. "Asymptotic Inference about Predictive Ability," Econometrica, Econometric Society, vol. 64(5), pages 1067-84, September. [Downloadable!] (restricted)
    Other versions:
  20. James H. Stock & Mark W. Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
    Other versions:
  21. Gilchrist, Simon & Leahy, John V., 2002. "Monetary policy and asset prices," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 75-97, January. [Downloadable!] (restricted)
  22. Karl E Case & John M Quigley & Robert J Shiller, 2003. "Home-buyers, Housing and the Macroeconomy," RBA Annual Conference Volume, in: Anthony Richards & Tim Robinson (ed.), Asset Prices and Monetary Policy Reserve Bank of Australia. [Downloadable!]
  23. Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
    Other versions:
  24. Carsten Detken & Frank Smets, 2004. "Asset price booms and monetary policy," Working Paper Series 364, European Central Bank. [Downloadable!]
  25. Stephen D. Smith, 1999. "What do asset prices tell us about the future?," Economic Review, Federal Reserve Bank of Atlanta, issue Q3, pages 4-13. [Downloadable!]
  26. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-56, July. [Downloadable!] (restricted)
    Other versions:
  27. Goodhart, Charles & Hofmann, Boris, 2000. "Do Asset Prices Help to Predict Consumer Price Inflation?," Manchester School, University of Manchester, vol. 68(0), pages 122-40, Supplemen. [Downloadable!] (restricted)
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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. Jason Allen & Robert Amano & David P. Byrne & Allen W. Gregory, 2006. "Canadian City Housing Prices and Urban Market Segmentation," Working Papers 06-49, Bank of Canada. [Downloadable!]
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