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Forecasting industry-level CPI and PPI inflation: Does exchange rate pass-through matter?

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  • Bhattacharya, Prasad S.
  • Thomakos, Dimitrios D.

Abstract

We show that incorporating the effects of exchange rate pass-through into a model can help in obtaining superior forecasts of domestic, industry-level inflation. Our analysis is based on a multivariate system of domestic inflation, import prices and exchange rates that incorporates restrictions from economic theory. These are restrictions on the transmission channels of the exchange rate pass-through to domestic prices, and are presented as testable hypotheses that lead to model reduction. We provide the results of various tests, including causality and prior restrictions, which support the underlying economic arguments and the model we use. The forecasting results for our model suggest that it has a superior performance overall, jointly producing more accurate forecasts of domestic inflation.

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  • Bhattacharya, Prasad S. & Thomakos, Dimitrios D., 2008. "Forecasting industry-level CPI and PPI inflation: Does exchange rate pass-through matter?," International Journal of Forecasting, Elsevier, vol. 24(1), pages 134-150.
  • Handle: RePEc:eee:intfor:v:24:y:2008:i:1:p:134-150
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    1. Michael B. Devereux, 1997. "Real Exchange Rates and Macroeconomics: Evidence and Theory," Canadian Journal of Economics, Canadian Economics Association, vol. 30(4), pages 773-808, November.
    2. Pinelopi Koujianou Goldberg & Michael M. Knetter, 1997. "Goods Prices and Exchange Rates: What Have We Learned?," Journal of Economic Literature, American Economic Association, vol. 35(3), pages 1243-1272, September.
    3. Ki-Ho Kim, 1998. "US inflation and the dollar exchange rate: a vector error correction model," Applied Economics, Taylor & Francis Journals, vol. 30(5), pages 613-619.
    4. Obstfeld, Maurice, 2002. "Exchange Rates and Adjustment: Perspectives from the New Open- Economy Macroeconomics," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 20(S1), pages 23-46, December.
    5. Evan F. Koenig, 1998. "What's new about the new economy? : some lessons from the current expansion," Southwest Economy, Federal Reserve Bank of Dallas, issue Jul, pages 7-11.
    6. Maurice Obstfeld, 2001. "International Macroeconomics: Beyond the Mundell-Fleming Model," NBER Working Papers 8369, National Bureau of Economic Research, Inc.
    7. José Manuel Campa & Linda S. Goldberg, 2005. "Exchange Rate Pass-Through into Import Prices," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 679-690, November.
    8. Taylor, John B., 2000. "Low inflation, pass-through, and the pricing power of firms," European Economic Review, Elsevier, vol. 44(7), pages 1389-1408, June.
    9. Obstfeld, Maurice & Rogoff, Kenneth, 2000. "New directions for stochastic open economy models," Journal of International Economics, Elsevier, vol. 50(1), pages 117-153, February.
    10. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
    11. Jonathan McCarthy, 2007. "Pass-Through of Exchange Rates and Import Prices to Domestic Inflation in Some Industrialized Economies," Eastern Economic Journal, Eastern Economic Association, vol. 33(4), pages 511-537, Fall.
    12. Pecchenino, R. A., 1992. "Commodity prices and the CPI: Cointegration, information, and signal extraction," International Journal of Forecasting, Elsevier, vol. 7(4), pages 493-500, March.
    13. Laurence Ball, 1999. "Efficient Rules for Monetary Policy," International Finance, Wiley Blackwell, vol. 2(1), pages 63-83, April.
    14. Franses,Philip Hans & Dijk,Dick van, 2000. "Non-Linear Time Series Models in Empirical Finance," Cambridge Books, Cambridge University Press, number 9780521770415, October.
    15. Clements,Michael & Hendry,David, 1998. "Forecasting Economic Time Series," Cambridge Books, Cambridge University Press, number 9780521632423, October.
    16. Sven W. Arndt & J. David Richardson, 1987. "Real-Financial Linkages Among Open Economies," NBER Working Papers 2230, National Bureau of Economic Research, Inc.
    17. Linda S. Goldberg, 2004. "Industry-specific exchange rates for the United States," Economic Policy Review, Federal Reserve Bank of New York, issue May, pages 1-16.
    18. Adolfson, Malin, 2001. "Export price responses to exogenous exchange rate movements," Economics Letters, Elsevier, vol. 71(1), pages 91-96, April.
    19. Spanos, Aris, 1989. "Early Empirical Findings on the Consumption Function, Stylized Facts or Fiction: A Retrospective View," Oxford Economic Papers, Oxford University Press, vol. 41(1), pages 150-169, January.
    20. Hansen Bruce E., 1997. "Inference in TAR Models," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 2(1), pages 1-16, April.
    21. Charles Engel, 2002. "The Responsiveness of Consumer Prices to Exchange Rates: A Synthesis Of Some New Open Economy Macro Models," Manchester School, University of Manchester, vol. 70(S1), pages 1-15.
    22. Clements, Michael P. & Mizon, Grayham E., 1991. "Empirical analysis of macroeconomic time series : VAR and structural models," European Economic Review, Elsevier, vol. 35(4), pages 887-917, May.
    23. Charles Engel, 2002. "The Responsiveness of Consumer Prices to Exchange Rates And the Implications for Exchange-Rate Policy: A Survey Of a Few Recent New Open-Economy..," NBER Working Papers 8725, National Bureau of Economic Research, Inc.
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    More about this item

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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