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The impact of structural breaks on the stability of the out-of-sample predictive content of financial variables for Canada's real GDP growth: An encompassing approach

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Author Info
Akhter Faroque () (Department of Economics, Laurentian University)
William Veloce () (Department of Economics, Brock University)
Jean-Francois Lamarche () (Department of Economics, Brock University)

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Abstract

This paper investigates the timing, frequency and the impact of structural breaks on the stability of the predictive content of a large number of financial variables for Canada's output growth. The forecasts are evaluated over two identified out-of-sample regimes using both the equal accuracy and encompassing tests. The results have enabled us to classify all variables into four useful groups. Two of Canada's term spreads near the short-end of the yield curve belong to the group that exhibits strong and stable predictive content at long horizons that are most relevant to monetary policy providing an indication that the Bank of Canada should not discard these spreads from its list of closely watched information variable.

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Publisher Info
Paper provided by Brock University, Department of Economics in its series Working Papers with number 0803.

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Length: 37 pages
Date of creation: Apr 2008
Date of revision:
Handle: RePEc:brk:wpaper:0803

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Related research
Keywords: Forecasts; Structural Breaks;

Find related papers by JEL classification:
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing
C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Other Model Applications
E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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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.:
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    Other versions:
  3. Ramdane Djoudad & Jack Selody & Carolyn Wilkins, 2005. "Does Financial Structure Matter for the Information Content of Financial Indicators?," Working Papers 05-33, Bank of Canada. [Downloadable!]
  4. Pierre L. Siklos & Andrew G. Barton, 2001. "Monetary aggregates as indicators of economic activity in Canada: empirical evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 34(1), pages 1-17, February. [Downloadable!] (restricted)
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    Other versions:
  9. Stock, James H & Watson, Mark W, 1996. "Evidence on Structural Instability in Macroeconomic Time Series Relations," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(1), pages 11-30, January.
    Other versions:
  10. 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:
  11. Christis Hassapis, 2003. "Financial variables and real activity in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 36(2), pages 421-442, May. [Downloadable!] (restricted)
  12. Glenn D. Rudebusch & John C. Williams, 2007. "Forecasting recessions: the puzzle of the enduring power of the yield curve," Working Paper Series 2007-16, Federal Reserve Bank of San Francisco. [Downloadable!]
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    Other versions:
  14. Campbell R. Harvey, 1997. "The Relation between the Term Structure of Interest Rates and Canadian Economic Growth," Canadian Journal of Economics, Canadian Economics Association, vol. 30(1), pages 169-93, February. [Downloadable!] (restricted)
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