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Modélisation « PAC » du secteur extérieur de l'économie américaine

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Author Info
Marc-André Gosselin
René Lalonde
Abstract

In this paper, the authors use polynomial adjustment cost (PAC) models to analyze and forecast the main components of the U.S. trade sector. For instance, they model and measure the elasticities of imports and exports to changes in the exchange rate and income. PAC models provide a theoretical justification for the presence of lags within a dynamic equation where optimizing agents' expectations are completely rational and forward looking. This approach thereby adds theoretical depth to a model that has a good forecasting performance. To the authors' knowledge, this paper is the first study to model the U.S. trade sector using a PAC approach. Overall, the models' main elasticities are reasonable. Moreover, the authors find that the out-ofsample forecasting performance of their PAC models is at least as good as that of other models. Their results show that this theoretical structure is not added at the expense of the empirical features of the models.

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Paper provided by Bank of Canada in its series Working Papers with number 04-3.

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Length: 43 pages
Date of creation: 2004
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Handle: RePEc:bca:bocawp:04-3

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Related research
Keywords: Econometric and statistical methods; International topics; Domestic demand and components;

Find related papers by JEL classification:
F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation

References listed on IDEAS
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  1. Gagnon, Joseph E., 1989. "Adjustment costs and international trade dynamics," Journal of International Economics, Elsevier, vol. 26(3-4), pages 327-344, May. [Downloadable!] (restricted)
    Other versions:
  2. Kozicki, Sharon & Tinsley, P. A., 1999. "Vector rational error correction," Journal of Economic Dynamics and Control, Elsevier, vol. 23(9-10), pages 1299-1327, September. [Downloadable!] (restricted)
    Other versions:
  3. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July. [Downloadable!] (restricted)
    Other versions:
  4. Marc-André Gosselin & René Lalonde, 2002. "Une approche éclectique d'estimation du PIB potentiel américain," Working Papers 02-36, Bank of Canada. [Downloadable!]
  5. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-44, January.
    Other versions:
  6. Caroline L. Freund, 2000. "Current account adjustment in industrialized countries," International Finance Discussion Papers 692, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
  7. F. Brayton & P. Tinsley, 1996. "A guide to FRB/US: a macroeconomic model of the United States," Finance and Economics Discussion Series 96-42, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
  8. P.A. Tinsley, 1993. "Fitting both data and theories: polynomial adjustment costs and error- correction decision rules," Finance and Economics Discussion Series 93-21, Board of Governors of the Federal Reserve System (U.S.).
  9. Keith Head & John Ries, 1998. "Immigration and Trade Creation: Econometric Evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 31(1), pages 47-62, February.
  10. Krugman, P., 1993. "What Do We Need to Know About the International Monetary System?," Princeton Studies in International Economics 190, International Economics Section, Departement of Economics Princeton University,.
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