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Forecasting Industry-Level CPI and PPI Inflation: Does Exchange Rate Pass-Through Matter?

Author

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  • Dimitrios D. Thomakos
  • Prasad S. Bhattacharya

Abstract

In this paper, we examine whether industry-level forecasts of CPI and PPI inflation can be improved using the ``exchange rate pass-through" effect, that is, when one accounts for the variability of the exchange rate and import prices. An exchange rate depreciation leading to a higher level of pass-through to import prices implies greater expenditure switching, which should be manifested, possibly with a lag, in both producer and consumer prices. We build a forecasting model based on a two or three equation system involving CPI and PPI inflation where the effects of the exchange rate and import prices are taken into account. This setup also incorporates their dynamics, lagged correlations and appropriate restrictions suggested by the theory. We compare the performance of this model with a variety of unrestricted univariate and multivariate time series models, as well as with a model that, in addition, includes standard control variables for inflation, like interest rates and unemployment. Our results indicate that improvements on the forecast accuracy can be effected when one takes into account the possible pass-through effects of exchange rates and import prices on CPI and PPI inflation.

Suggested Citation

  • Dimitrios D. Thomakos & Prasad S. Bhattacharya, 2004. "Forecasting Industry-Level CPI and PPI Inflation: Does Exchange Rate Pass-Through Matter?," Econometric Society 2004 Australasian Meetings 293, Econometric Society.
  • Handle: RePEc:ecm:ausm04:293
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    1. Franses,Philip Hans & Dijk,Dick van, 2000. "Non-Linear Time Series Models in Empirical Finance," Cambridge Books, Cambridge University Press, number 9780521779654, Fall.
    2. 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.
    3. 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.
    4. Laurence Ball, 1999. "Efficient Rules for Monetary Policy," International Finance, Wiley Blackwell, vol. 2(1), pages 63-83, April.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Maurice Obstfeld, 2001. "International Macroeconomics: Beyond the Mundell-Fleming Model," NBER Working Papers 8369, National Bureau of Economic Research, Inc.
    10. 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.
    11. 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.
    12. Obstfeld, Maurice & Rogoff, Kenneth, 2000. "New directions for stochastic open economy models," Journal of International Economics, Elsevier, vol. 50(1), pages 117-153, February.
    13. 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.
    14. Adolfson, Malin, 2001. "Export price responses to exogenous exchange rate movements," Economics Letters, Elsevier, vol. 71(1), pages 91-96, April.
    15. 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.
    16. 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.
    17. Clements,Michael & Hendry,David, 1998. "Forecasting Economic Time Series," Cambridge Books, Cambridge University Press, number 9780521634809, Fall.
    18. 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.
    19. Hansen Bruce E., 1997. "Inference in TAR Models," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 2(1), pages 1-16, April.
    20. Obstfeld, Maurice, 2001. "International Macroeconomics: Beyond the Mundell-Fleming Model," Department of Economics, Working Paper Series qt6796n8s0, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    21. Sven W. Arndt & J. David Richardson, 1987. "Real-Financial Linkages Among Open Economies," NBER Working Papers 2230, National Bureau of Economic Research, Inc.
    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.
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    3. Husaini, Dzul Hadzwan & Puah, Chin-Hong & Lean, Hooi Hooi, 2019. "Energy subsidy and oil price fluctuation, and price behavior in Malaysia:A time series analysis," Energy, Elsevier, vol. 171(C), pages 1000-1008.

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    More about this item

    Keywords

    Forecasting; Vector Autoregression; Non-linear Models; Inflation; Exchange Rates; Pass-Through Effect;
    All these keywords.

    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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