IDEAS home Printed from https://ideas.repec.org/p/sce/scecfa/407.html
   My bibliography  Save this paper

Forecasting Inflation: the Relevance of Higher Moments

Author

Listed:
  • Jane M. Binner

    (Aston University)

  • C. Thomas Elger

    (Lund University)

  • Barry E. Jones

    (SUNY Binghamton)

  • Birger Nilsson

    (Lund University)

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

Suggested Citation

  • Jane M. Binner & C. Thomas Elger & Barry E. Jones & Birger Nilsson, 2006. "Forecasting Inflation: the Relevance of Higher Moments," Computing in Economics and Finance 2006 407, Society for Computational Economics.
    • Handle: RePEc:sce:scecfa:407
    as

    Download full text from publisher

    File URL: http://repec.org/sce2006/up.6916.1141148220.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Stock, James H. & Watson, Mark W., 1999. "Forecasting inflation," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 293-335, October.
    6. 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.
    7. William A. Barnett & Apostolos Serletis, 2000. "A Dispersion-Dependency Diagnostic Test for Aggregation Error: With Applications to Monetary Economics and Income Distribution," Contributions to Economic Analysis, in: The Theory of Monetary Aggregation, pages 167-194, Emerald Group Publishing Limited.
    8. 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.
    9. Tobin, James, 1972. "Inflation and Unemployment," American Economic Review, American Economic Association, vol. 62(1), pages 1-18, March.
    10. Laurence Ball & N. Gregory Mankiw, 1995. "Relative-Price Changes as Aggregate Supply Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 161-193.
    11. Barro, Robert J., 1976. "Rational expectations and the role of monetary policy," Journal of Monetary Economics, Elsevier, vol. 2(1), pages 1-32, January.
    12. Stanley Fischer, 1981. "Relative Shocks, Relative Price Variability, and Inflation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 12(2), pages 381-442.
    13. Lucas, Robert E, Jr, 1973. "Some International Evidence on Output-Inflation Tradeoffs," American Economic Review, American Economic Association, vol. 63(3), pages 326-334, June.
    14. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    15. Eytan Sheshinski & Yoram Weiss, 1977. "Inflation and Costs of Price Adjustment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 44(2), pages 287-303.
    16. Parks, Richard W, 1978. "Inflation and Relative Price Variability," Journal of Political Economy, University of Chicago Press, vol. 86(1), pages 79-95, February.
    17. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jane Binner & Thomas Elger & Barry Jones & Birger Nilsson, 2010. "Inflation forecasting, relative price variability and skewness," Applied Economics Letters, Taylor & Francis Journals, vol. 17(6), pages 593-596.
    2. Michael Aarstol, 1999. "Inflation, Inflation Uncertainty, and Relative Price Variability," Southern Economic Journal, John Wiley & Sons, vol. 66(2), pages 414-423, October.
    3. André Binette & Sylvain Martel, 2005. "Inflation and Relative Price Dispersion in Canada: An Empirical Assessment," Staff Working Papers 05-28, Bank of Canada.
    4. Hande Kucuk-Tuger & Burc Tuger, 2004. "Relative Price Variability : The Case of Turkey 1994-2002," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 4(2), pages 1-40.
    5. Hiranya K. Nath & Jayanta Sarkar, 2019. "Inflation and relative price variability: new evidence from survey-based measures of inflation expectations in Australia," Empirical Economics, Springer, vol. 56(6), pages 2001-2024, June.
    6. Rather, Sartaj Rasool & Durai, S. Raja Sethu & Ramachandran, M., 2014. "Inflation and relative price variability: Evidence for India," Journal of Asian Economics, Elsevier, vol. 30(C), pages 32-41.
    7. Cho, Guedae & Kim, MinKyoung & Koo, Won W., 2003. "Relative Agricultural Price Changes In Different Time Horizons," 2003 Annual meeting, July 27-30, Montreal, Canada 22249, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. A. Nazif Çatik & Christopher Martin & A. Özlem Onder, 2011. "Relative price variability and the Phillips Curve: evidence from Turkey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 38(5), pages 546-561, September.
    9. María Ángeles Caraballo & Carlos Dabús., 2008. "The Determinants of Relative Price Variability: Further Evidence from Argentina," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 45(132), pages 235-255.
    10. Pagano, Marco, 1985. "Relative price variability and inflation : The Italian evidence," European Economic Review, Elsevier, vol. 29(2), pages 193-223.
    11. Richard Ashley & Haichun Ye, 2012. "On the Granger causality between median inflation and price dispersion," Applied Economics, Taylor & Francis Journals, vol. 44(32), pages 4221-4238, November.
    12. Sartaj Rasool Rather & Sunil Paul & S. Raja Sethu Durai, 2015. "Inflation forecasting and the distribution of price changes," Economics Bulletin, AccessEcon, vol. 35(1), pages 226-232.
    13. David Fielding & Paul Mizen, 2008. "Evidence on the Functional Relationship between Relative Price Variability and Inflation with Implications for Monetary Policy," Economica, London School of Economics and Political Science, vol. 75(300), pages 683-699, November.
    14. Roland Bénabou & Robert Gertner, 1993. "Search with Learning from Prices: Does Increased Inflationary Uncertainty Lead to Higher Markups?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 69-93.
    15. Banerjee, Anindya & Mizen, Paul & Russell, Bill, 2007. "Inflation, relative price variability and the markup: Evidence from the United States and the United Kingdom," Economic Modelling, Elsevier, vol. 24(1), pages 82-100, January.
    16. Matthias R. Fengler & Joachim K. Winter, 2007. "Price variability and price dispersion in a stable monetary environment: evidence from German retail markets," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(7), pages 789-801.
    17. Suvanto, Antti & Hukkinen, Juhana, 2004. "Stable price level and changing prices," Bank of Finland Research Discussion Papers 28/2004, Bank of Finland.
    18. Luc Aucremanne & Guy Brys & Peter J Rousseeuw & Anja Struyf & Mia Hubert, 2003. "Inflation, relative prices and nominal rigidities," BIS Papers chapters, in: Bank for International Settlements (ed.), Monetary policy in a changing environment, volume 19, pages 81-105, Bank for International Settlements.
    19. Debelle, Guy & Lamont, Owen, 1997. "Relative Price Variability and Inflation: Evidence from U.S. Cities," Journal of Political Economy, University of Chicago Press, vol. 105(1), pages 132-152, February.
    20. Ma Caraballo & Tilemahos Efthimiadis, 2012. "Is 2 % the optimal inflation rate for the Euro Area?," International Economics and Economic Policy, Springer, vol. 9(3), pages 235-243, September.

    More about this item

    Keywords

    relative price distribution; higher moments; out-of-sample inflation forecasting;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sce:scecfa:407. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F. Baum (email available below). General contact details of provider: https://edirc.repec.org/data/sceeeea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.