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Atheoretical and structural approaches to modelling Canadian-American macroeconomic interaction

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Abstract

Much recent work on Canadian-American macroeconomic interaction utilizes the vector autoregression methodology advocated by Sims (1980). Examples include Burbidge and Harrison (1985), Kusczak and Murray (1986) and Ambler (1988). The Sims' methodology is severely criticized by Cooley and Leroy (1985) and Leamer (1985) because, as it is generally implemented and interpreted, including in the studies cited above, the models contain strong implicit identifying assumptions. Bernanke (1986), Blanchard (1986) and Sims (1986) propose alternative estimation techniques which, while retaining some of the advantages of the vector autoregression approach, make the identifying assumptions explicit. This paper uses both approaches to estimate models of Canadian-American macroeconomic interaction. The results show the method adopted does affect the interpretation of the results. The vector autoregression methodology is not free of the imposition of untestable identifying assumptions.

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References

  • Ambler, Sieve (1988) ‘Does Money Matter in Canada? Evidence from a Vector Error Correction Model’. Cahier no. 8807D Universite du Quebec a Montreal.

  • Baillie, R.T. and D.D. Selover (1987) ‘Cointegration and Models of Exchange Rate Determination’. International Journal of Forecasting 3: 43–51.

    Article  Google Scholar 

  • Barro, Robert (1977) ‘Unanticipated Money Growth and Unemployment in the United States’. American Economic Review 67: 101–115.

    Google Scholar 

  • Bernanke, Ben S. (1986) ‘Alternative Explanations of the Money-Income Correlation’. Carneigie-Rochester Series on Public Policy 25: 49–100.

    Google Scholar 

  • Blanchard, Olivier J. (1986) ‘Empirical Structural Evidence on Wages, Prices and Employment in the U.S.’ National Bureau of Economic Research Working Paper No. 2044.

  • Blanchard, Olivier J. (1987) ‘Why Does Money Affect Output?’ National Bureau of Economic Research Working Paper No. 2285.

  • Blanchard, Olivier J. and Mark Watson (1986) ‘Are Business Cycles All Alike?’ in R. Gordon (ed.) Business Cycles: Continuity and Change. Chicago: NBER and University of Chicago Press.

    Google Scholar 

  • Burbidge, J and A. Harrison (1985) ‘(Innovation) Accounting for the Impact of Fluctuations in U.S. Variables on the Canadian Economy’ Canadian Journal of Economics 18: 784–798.

    Google Scholar 

  • Cooley, Thomas F. and Stephen F. Leroy (1985) ‘Atheoretical Macroeconomics: A Critique’ Journal of Monetary Economics 16: 283–308.

    Article  Google Scholar 

  • Corbae, Dean and Sam Ouliaris (1988) ‘Cointegration and Tests of Purchasing Power Parity’ Review of Economics and Statistics 70: 508–511.

    Google Scholar 

  • Enders, Walter (1988) ‘Arima and Cointegration Tests of PPP under Fixed and Flexible Exchange Rate Regimes’ Review of Economics and Statistics 70: 504–508.

    Google Scholar 

  • Engle, Robert and C.J. Granger (1987), ‘Cointegration and Error Correction: Representation, Estimation and Testing’, Econometrica 55: 251–276.

    Google Scholar 

  • Fair, Ray C. (1988) ‘VAR Models as Structural Approximations’ National Bureau of Economic Research Working Paper No. 2495.

  • Fisher, F.M. (1966) The Identification Problem in Econometrics. New York: McGraw-Hill.

    Google Scholar 

  • Hausman, Jerry A. (1983) ‘Specification and Estimation of Simultaneous Equation Models’ in Z. Griliches and M.D. Intrilligator (eds.) Handbook of Econometrics, Volume I. Amsterdam: North-Holland Publishing Company.

    Google Scholar 

  • Hsiao, Cheng (1983) ‘Identification’ in Z. Griliches and M.D. Intrilligator (eds.) Handbook of Econometrics, Volume I. Amsterdam: North-Holland Publishing Company.

    Google Scholar 

  • Kusczak, John and John D. Murray (1987) ‘A VAR Analysis of Economic Interdependence: Canada, the United States and the Rest of the World’. Ottawa: Bank of Canada Technical Report 46.

  • Learner, Edward E. (1985) ‘Vector Autoregressions for Causal Inference?’ In K. Brunner and A. Meltzer (eds.) Understanding Monetary Regimes. Carneigie-Rochester Conference Series on Public Policy 22: 255–304.

  • Lucas, Robert E. (1973) ‘Some International Evidence on Output-Inflation Tradeoffs’ American Economic Review 63: 326–334.

    Google Scholar 

  • Runkle, David E. (1987) ‘Vector Autoregressions and Reality’. The Journal of Business and Economic Statistics 5: 437–442.

    Google Scholar 

  • Sims, C. (1980) ‘Macroeconomics and Reality’ Econometrica 48: 1–48.

    Google Scholar 

  • Sims, C. (1986) ‘Are Forecasting Models Usable for Policy Analysis?’ Federal Reserve Bank of Minneapolis Quarterly Review Winter 1986: 2–16.

    Google Scholar 

  • Slutsky, E. (1937) ‘The Summation of Random Causes as the Sources of Cyclic Processes’ Econometrica 5: 105–146.

    Google Scholar 

  • Stock, J. and M.W. Watson (1987) ‘Interpreting the Evidence on Money-Income Causality’. National Bureau of Economic Research Working Paper No. 2228.

  • Taylor, Mark P. (1988) ‘An Empirical Examination of Long-Run Purchasing Power Parity Using Cointegration Techniques’. Applied Economics 20: 1369–1381.

    Google Scholar 

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The authors gratefully acknowledge the assistance of the Research Office at Wilfrid Laurier University, the Social Sciences and Humanities Research Council of Canada and the comments of participants at the Canadian Macroeconomic Study Group held in Banff, Alberta, October 1987.

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Johnson, D.R., Schembri, L.L. Atheoretical and structural approaches to modelling Canadian-American macroeconomic interaction. Empirical Economics 15, 367–382 (1990). https://doi.org/10.1007/BF02307288

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