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A Tale of Three Seasonal Adjustment Procedures: The Case of Sweden's GDP

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  • Ermini, Luigi

    (Dept. of Economic Statistics, Stockholm School of Economics)

Abstract

The paper compares the search for structural breaks in Sweden's GDP conducted with X-11 seasonally adjusted data, with seasonally unadjusted data, and with temporally aggregated data. A structural break (in 1980) is found only in the X-11 adjusted data, it is plausible to conclude that this break is due to data distortions (particularly, distortions caused by the application of the filter). However, this interpretation is only plausible a posteriori: had the seasonally unadjusted data not been available, the break found in the adjusted series could be just as well interpreted as a break in the economy and not as a break in the data. The study suggests that seasonally adjusted data should not be used when the unadjusted version is also available.

Suggested Citation

  • Ermini, Luigi, 1998. "A Tale of Three Seasonal Adjustment Procedures: The Case of Sweden's GDP," SSE/EFI Working Paper Series in Economics and Finance 230, Stockholm School of Economics.
    • Handle: RePEc:hhs:hastef:0230
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    References listed on IDEAS

    as
    1. Franses, Philip Hans, 1996. "Periodicity and Stochastic Trends in Economic Time Series," OUP Catalogue, Oxford University Press, number 9780198774549.
    2. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    3. Franses, Ph.H.B.F. & van Dijk, D.J.C., 1997. "Do We Often Find ARCH Because Of Neglected Outliers?," Econometric Institute Research Papers EI 9706-/A, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    4. Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990. "Seasonal integration and cointegration," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
    5. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    6. Granger, C. W. J. & Newbold, Paul, 1986. "Forecasting Economic Time Series," Elsevier Monographs, Elsevier, edition 2, number 9780122951831 edited by Shell, Karl.
    7. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    Cited by:

    1. Raimundo Soto, 2002. "Ajuste Estacional e Integración en Variables Macroeconómicas," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 39(116), pages 135-155.

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    More about this item

    Keywords

    X-11 filter; seasonal adjustment; seasonal unit roots;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • 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

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