Abstract
Recently, the seasonal characteristics of macroeconomic time series have drawn a lot of attention. It has been argued that the seasonal component of many macroeconomic time series constitutes a major part of the series measured as a proportion of the variance. In addition it has been found that the seasonal component of most macroeconomic time series is constant and best “explained” by seasonal dummies. Specifically it is often found that a Christmas boom is followed by a beginning of the year trough.
Based on quarterly and monthly macroeconomic time series from a large number of countries this paper shows that many macroeconomic time series have seasonal components that are changing over time. Furthermore, the Christmas boom and especially the 1st quarter trough is not found nearly as often as one might expect.
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References
Barsky RB, Miron JA (1989) The Seasonal Cycle and the Business Cycle.Journal of Political Economy 97:503–534
Beaulieu JJ, Miron JA (1990a) Evidence on Unit Roots and Zero Frequencies. Mimeo. Boston University and NBER
Beaulieu JJ, Miron JA (1990b) A Cross Country Comparison of Seasonal Cycles and Business Cycles. NBER Working Paper 3459
Beaulieu JJ, Miron JA (1990c) The Seasonal Cycle in U.S. Manufacturing. NBER Working Paper 3450
Dickey DA, Hasza HP, Fuller WA (1984) Testing for Unit Roots in Seasonal Time Series.Journal of American Statistical Association 79:355–367
Engle RF (1982) Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflations. Econometrica 50(4):987–1009
Engle RF, Granger CWJ, Hylleberg S, Lee HS (1992) Seasonal Cointegration: The Japanese Consumption Function.Journal of Econometrics (forthcoming)
Franses PH (1990) Testing for Seasonal Unit Roots in Monthly Data. Report 9032A, Econometric Institute, ERASMUS University, Rotterdam
Fuller WA (1976)Introduction to Statistical Time Series. John Wiley and Sons, New York
Ghysels E (1990a) On the Economics and Econometrics of Seasonality. Discussion Paper 2990, C.R.D.E., Université de Montréal
Ghysels E (1990b) The Business Cycle, The Seasonal Cycle or Just Any Cycle? Discussion Paper, C.R.D.E., Université de Montréal
Hylleberg S, Engle RF, Granger CWJ, Yoo BS (1990) Seasonal Integration and Cointegration.Journal of Econometrics 44:215–238
Miron JA (1990) The Economics of Seasonal Cycles. Mimeo. Boston University and NBER
Miron JA, Zeldes SP (1988) Seasonality, Cost Shocks, and the Production Smoothing Model of Inventories.Econometrica 56:877–908
Osborn DR (1990) A Survey of Seasonality in UK Macroeconomic Variables.International Journal of Forecasting 6:327–336
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The authors are grateful to Jeff Miron for kindly supplying his data and to the participants in the Warwick Macromodelling Bureau Workshop at LSE on the 30'th of November 1990. The Cambridge meeting of the Econometric Society Sept. 1991, and the EC2 meeting in Rotterdam, December 1991 for helpful comments. The research for this paper began when the first author was a discussant of Jeff Miron's invited paper “The Economics of Seasonal Cycles” at the World Meeting of the Econometric Society in Barcelona, 1990.
The large background material in form of tables and figures is available from the authors.
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Hylleberg, S., Jørgensen, C. & Sørensen, N.K. Seasonality in macroeconomic time series. Empirical Economics 18, 321–335 (1993). https://doi.org/10.1007/BF01205406
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DOI: https://doi.org/10.1007/BF01205406