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An Alternative Estimate of Canadian Potential Output: The Multivariate State-Space Framework

Author

Listed:
  • Lise Pichette
  • Maria Bernier
  • Marie-Noëlle Robitaille

Abstract

In this paper, we extend the state-space methodology proposed by Blagrave et al. (2015) and decompose Canadian potential output into trend labour productivity and trend labour input. As in Blagrave et al. (2015), we include output growth and inflation expectations from consensus forecasts to help refine our estimates. Our alternative model, which we call the multivariate state-space framework (MSSF), adds to the Bank’s existing set of tools for estimating potential output and the output gap in Canada. We find that while the MSSF shares similar dynamics to the main approaches used by the Bank, it also indicates that the economy experienced greater excess supply in both the 1990 and 2008 recessions than the Bank’s other tools would suggest. Finally, the MSSF estimates that the Canadian economy has been operating close to capacity since the end of 2017.

Suggested Citation

  • Lise Pichette & Maria Bernier & Marie-Noëlle Robitaille, 2018. "An Alternative Estimate of Canadian Potential Output: The Multivariate State-Space Framework," Discussion Papers 18-14, Bank of Canada.
    • Handle: RePEc:bca:bocadp:18-14
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    References listed on IDEAS

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    1. Orphanides, Athanasios & van Norden, Simon, 2005. "The Reliability of Inflation Forecasts Based on Output Gap Estimates in Real Time," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(3), pages 583-601, June.
    2. Julien Champagne & Guillaume Poulin‐Bellisle & Rodrigo Sekkel, 2018. "The Real‐Time Properties of the Bank of Canada's Staff Output Gap Estimates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(6), pages 1167-1188, September.
    3. Athanasios Orphanides & Simon van Norden, 2002. "The Unreliability of Output-Gap Estimates in Real Time," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 569-583, November.
    4. Andrew Agopsowicz & Dany Brouillette & Bassirou Gueye & Julien McDonald-Guimond & Jeffrey Mollins & Youngmin Park, 2018. "Potential Output in Canada: 2018 Reassessment," Staff Analytical Notes 2018-10, Bank of Canada.
    5. 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.
    6. Lise Pichette & Pierre St-Amant & Ben Tomlin & Karine Anoma, 2015. "Measuring Potential Output at the Bank of Canada: The Extended Multivariate Filter and the Integrated Framework," Discussion Papers 15-1, Bank of Canada.
    7. Pichette, Lise & Robitaille, Marie-Noëlle & Salameh, Mohanad & St-Amant, Pierre, 2019. "Dismiss the output gaps? To use with caution given their limitations," Economic Modelling, Elsevier, vol. 76(C), pages 199-215.
    8. Alain Guay & Pierre Saint-Amant, 2005. "Do the Hodrick-Prescott and Baxter-King Filters Provide a Good Approximation of Business Cycles?," Annals of Economics and Statistics, GENES, issue 77, pages 133-155.
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    Cited by:

    1. Calista Cheung & Luke Frymire & Lise Pichette, 2020. "Can the Business Outlook Survey Help Improve Estimates of the Canadian Output Gap?," Discussion Papers 2020-14, Bank of Canada.
    2. Pichette, Lise & Robitaille, Marie-Noëlle & Salameh, Mohanad & St-Amant, Pierre, 2019. "Dismiss the output gaps? To use with caution given their limitations," Economic Modelling, Elsevier, vol. 76(C), pages 199-215.
    3. Dany Brouillette & Marie-Noëlle Robitaille & Laurence Savoie-Chabot & Pierre St-Amant & Bassirou Gueye & Elise Martin, 2019. "The Trend Unemployment Rate in Canada: Searching for the Unobservable," Staff Working Papers 19-13, Bank of Canada.

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    More about this item

    Keywords

    Economic models; Potential output;

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • E0 - Macroeconomics and Monetary Economics - - General
    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit

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