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Forecasting Inflation: the Relevance of Higher Moments

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Author Info
Jane M. Binner (Aston University)
C. Thomas Elger (Lund University)
Barry E. Jones (SUNY Binghamton)
Birger Nilsson (Lund University)

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Abstract

We provide evidence that higher moments of the relative price distribution improve out-of-sample forecasts of inflation. Further, we show how theoretically consistent higher moments can be calculated by expanding the seminal work by Theil (1967). Results presented here are of direct relevance to monetary authorities, policy analysts and academic economists

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Paper provided by Society for Computational Economics in its series Computing in Economics and Finance 2006 with number 407.

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Date of creation: 04 Jul 2006
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Handle: RePEc:sce:scecfa:407

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Related research
Keywords: relative price distribution; higher moments; out-of-sample inflation forecasting;

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Find related papers by JEL classification:
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions
C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
E27 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation

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  1. Parks, Richard W, 1978. "Inflation and Relative Price Variability," Journal of Political Economy, University of Chicago Press, vol. 86(1), pages 79-95, February. [Downloadable!] (restricted)
  2. Lucas, Robert E, Jr, 1973. "Some International Evidence on Output-Inflation Tradeoffs," American Economic Review, American Economic Association, vol. 63(3), pages 326-34, June.
  3. Barnett, William A. & Serletis, Apostolos, 1990. "A dispersion-dependency diagnostic test for aggregation error : With applications to monetary economics and income distribution," Journal of Econometrics, Elsevier, vol. 43(1-2), pages 5-34. [Downloadable!] (restricted)
  4. Stock, James H. & Watson, Mark W., 1999. "Forecasting inflation," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 293-335, October. [Downloadable!] (restricted)
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  5. Tobin, James, 1972. "Inflation and Unemployment," American Economic Review, American Economic Association, vol. 62(1), pages 1-18, March.
  6. Marcellino, Massimiliano & Stock, James H. & Watson, Mark W., 2006. "A comparison of direct and iterated multistep AR methods for forecasting macroeconomic time series," Journal of Econometrics, Elsevier, vol. 135(1-2), pages 499-526. [Downloadable!] (restricted)
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  7. Ball, Laurence & Mankiw, N Gregory, 1995. "Relative-Price Changes as Aggregate Supply Shocks," The Quarterly Journal of Economics, MIT Press, vol. 110(1), pages 161-93, February. [Downloadable!] (restricted)
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  8. Sheshinski, Eytan & Weiss, Yoram, 1977. "Inflation and Costs of Price Adjustment," Review of Economic Studies, Blackwell Publishing, vol. 44(2), pages 287-303, June. [Downloadable!] (restricted)
  9. Cukierman, Alex, 1983. "Relative price variability and inflation: A survey and further results," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 19(1), pages 103-157, January. [Downloadable!] (restricted)
  10. Barro, Robert J., 1976. "Rational expectations and the role of monetary policy," Journal of Monetary Economics, Elsevier, vol. 2(1), pages 1-32, January. [Downloadable!] (restricted)
  11. Bordo, Michael David, 1980. "The Effects of Monetary Change on Relative Commodity Prices and the Role of Long-Term Contracts," Journal of Political Economy, University of Chicago Press, vol. 88(6), pages 1088-1109, December. [Downloadable!] (restricted)
  12. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April. [Downloadable!] (restricted)
  13. Balke, Nathan S. & Wynne, Mark A., 2000. "An equilibrium analysis of relative price changes and aggregate inflation," Journal of Monetary Economics, Elsevier, vol. 45(2), pages 269-292, April. [Downloadable!] (restricted)
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  14. Vining, Daniel R, Jr & Elwertowski, Thomas C, 1976. "The Relationship between Relative Prices and the General Price Level," American Economic Review, American Economic Association, vol. 66(4), pages 699-708, September. [Downloadable!] (restricted)
  15. Michael F. Bryan & Stephen G. Cecchetti, 1999. "Inflation And The Distribution Of Price Changes," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 188-196, May. [Downloadable!] (restricted)
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  16. Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
    Other versions:
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