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

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Abstract

We examine whether industry-level forecasts of CPI and PPI inflation can be improved when we use the “exchange rate pass-through” effect, that is, when we account for the variability of the exchange rate and import 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 explicitly taken into account. This setup also incorporates their dynamics, lagged correlations and appropriate restrictions suggested by economic theory. We compare the forecasting performance of our model with a variety of unrestricted univariate, multivariate time series models with and without standard control variables for inflation, like interest rates and unemployment. Our results suggest 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.

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File URL: http://www.deakin.edu.au/buslaw/aef/workingpapers/papers/2006-10eco.pdf
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Bibliographic Info

Paper provided by Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance in its series Economics Series with number 2006_10.

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Length: 49 pages
Date of creation: 23 Oct 2006
Date of revision:
Handle: RePEc:dkn:econwp:eco_2006_10

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Keywords: Exchange rates; Pass-through; Inflation; Forecasting;

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Cited by:
  1. Ondřej Šimpach & Jitka Langhamrová, 2013. "Forecasting Future Salaries in the Czech Republic Using Stochastic Modelling," Business Systems Research, Society for Promotion of Business Information Technology (BIT), vol. 4(2), pages 4-16.

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