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Forecasting UK Inflation: the Roles of Structural Breaks and Time Disaggregation

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  • Jennifer Castle
  • David Hendry

Abstract

Structural models` inflation forecasts are often inferior to those of naive devices. This chapter theoretically and empirically assesses this for UK annual and quarterly inflation, using the theoretical framework in Clements and Hendry (1998, 1999). Forecasts from equilibrium-correction mechanisms, built by automatic model selection, are compared to various robust devices. Forecast-error taxonomies for aggregated and time-disaggregated information reveal that the impacts of structural breaks are identical between these, so no gain results, helping interpret the empirical findings. Forecast failures in structural models are driven by their deterministic terms, confirming location shifts as a pernicious cause thereof, and explaining the success of robust devices.

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Bibliographic Info

Paper provided by University of Oxford, Department of Economics in its series Economics Series Working Papers with number 309.

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Date of creation: 01 Feb 2007
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Handle: RePEc:oxf:wpaper:309

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Keywords: Inflation Forecasting; Structural Breaks; Robust Forecasts; Time-disaggregation; Foreign-error Taxonomies;

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References

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  1. Laurence Ball & N. Gregory Mankiw, 2002. "The NAIRU in Theory and Practice," Harvard Institute of Economic Research Working Papers, Harvard - Institute of Economic Research 1963, Harvard - Institute of Economic Research.
  2. Andrews, Donald W K, 1991. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Econometrica, Econometric Society, Econometric Society, vol. 59(3), pages 817-58, May.
  3. Michael P. Clements & David F. Hendry, 2001. "Forecasting Non-Stationary Economic Time Series," MIT Press Books, The MIT Press, The MIT Press, edition 1, volume 1, number 0262531895, December.
  4. Krolzig, Hans-Martin & Hendry, David F., 2001. "Computer automation of general-to-specific model selection procedures," Journal of Economic Dynamics and Control, Elsevier, Elsevier, vol. 25(6-7), pages 831-866, June.
  5. Hendry, David F., 2006. "Robustifying forecasts from equilibrium-correction systems," Journal of Econometrics, Elsevier, Elsevier, vol. 135(1-2), pages 399-426.
  6. David Hendry & Hans-Martin Krolzig, 2003. "The Properties of Automatic Gets Modelling," Economics Series Working Papers 2003-W14, University of Oxford, Department of Economics.
  7. Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, Oxford University Press, number 9780198283164, October.
  8. Clements,Michael & Hendry,David, 1998. "Forecasting Economic Time Series," Cambridge Books, Cambridge University Press, Cambridge University Press, number 9780521634809.
  9. Lucas, Robert E, Jr, 1973. "Some International Evidence on Output-Inflation Tradeoffs," American Economic Review, American Economic Association, American Economic Association, vol. 63(3), pages 326-34, June.
  10. Milton Friedman, 1971. "A Theoretical Framework for Monetary Analysis," NBER Books, National Bureau of Economic Research, Inc, number frie71-1.
  11. Harbo, Ingrid, et al, 1998. "Asymptotic Inference on Cointegrating Rank in Partial Systems," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 16(4), pages 388-99, October.
  12. Friedman, Milton, 1971. "A Monetary Theory of Nominal Income," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 79(2), pages 323-37, March-Apr.
  13. Guillaume Chevillon, 2006. "Multi-step Forecasting in Unstable Economies: Robustness Issues in the Presence of Location Shifts," Economics Series Working Papers 257, University of Oxford, Department of Economics.
  14. Kevin D. Hoover & Stephen J. Perez, 1999. "Data mining reconsidered: encompassing and the general-to-specific approach to specification search," Econometrics Journal, Royal Economic Society, Royal Economic Society, vol. 2(2), pages 167-191.
  15. Juselius, Katarina, 1992. "Domestic and foreign effects on prices in an open economy: The case of Denmark," Journal of Policy Modeling, Elsevier, Elsevier, vol. 14(4), pages 401-428, August.
  16. Bowdler, Christopher & Jansen, Eilev S., 2004. "A markup model of inflation for the euro area," Working Paper Series, European Central Bank 0306, European Central Bank.
  17. Lovell, Michael C, 1983. "Data Mining," The Review of Economics and Statistics, MIT Press, vol. 65(1), pages 1-12, February.
  18. Chevillon, Guillaume & Hendry, David F., 2005. "Non-parametric direct multi-step estimation for forecasting economic processes," International Journal of Forecasting, Elsevier, Elsevier, vol. 21(2), pages 201-218.
  19. David Hendry & Hans-Martin Krolzig, 2004. "We Ran One Regression," Economics Series Working Papers 2004-W17, University of Oxford, Department of Economics.
  20. Michael P. Clements & David F. Hendry, 2005. "Guest Editors' Introduction: Information in Economic Forecasting," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 713-753, December.
  21. Rowlatt, Penelope A, 1988. "Analysis of the Recent Path of UK Inflation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 50(4), pages 335-60, November.
  22. Terasvirta, T & Anderson, H M, 1992. "Characterizing Nonlinearities in Business Cycles Using Smooth Transition Autoregressive Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 7(S), pages S119-36, Suppl. De.
  23. Gordon de Brouwer & Neil R. Ericsson, 1995. "Modelling Inflation in Australia," RBA Research Discussion Papers, Reserve Bank of Australia rdp9510, Reserve Bank of Australia.
  24. David F. Hendry, 2001. "Modelling UK inflation, 1875-1991," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 16(3), pages 255-275.
  25. Metin, Kivilcim, 1995. "An Integrated Analysis of Turkish Inflation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(4), pages 513-31, November.
  26. David Hendry & Michael P. Clements, 2001. "Pooling of Forecasts," Economics Papers 2002-W9, Economics Group, Nuffield College, University of Oxford.
  27. Julia Campos & David F. Hendry & Hans-Martin Krolzig, 2003. "Consistent Model Selection by an Automatic "Gets" Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(s1), pages 803-819, December.
  28. Sargent, Thomas J & Wallace, Neil, 1975. ""Rational" Expectations, the Optimal Monetary Instrument, and the Optimal Money Supply Rule," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 83(2), pages 241-54, April.
  29. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, Oxford University Press, number 9780198774501, October.
  30. Michael P. Clements & Marianne Sensier, 2003. "Asymmetric output-gap effects in Phillips Curve and mark-up pricing models: Evidence for the US and the UK," Scottish Journal of Political Economy, Scottish Economic Society, vol. 50(4), pages 359-374, 09.
  31. Clements, M.P. & Hendry, D., 1992. "On the Limitations of Comparing Mean Square Forecast Errors," Economics Series Working Papers 99138, University of Oxford, Department of Economics.
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Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Money growth & inflation
    by chris dillow in Stumbling and Mumbling on 2009-03-26 14:31:34
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Cited by:
  1. Costas Milas, 2007. "Does high M4 money growth trigger large increases in UK inflation? Evidence from a regime-switching model," Working Paper Series, The Rimini Centre for Economic Analysis 25-07, The Rimini Centre for Economic Analysis, revised Jul 2007.

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