A model selection strategy for time series with increasing seasonal variation

International Journal of Forecasting

Volumn 14, Issue 3, 1998, Pages 405-414

  Franses, Philip Hans ^a   Koehler, Anne B ^b  

^a ERASMUS UNIVERSITY ROTTERDAM   (Netherlands)

^b MIAMI UNIVERSITY   (United States)

Author keywords

Model selection strategy; Seasonal variation; Time series

Indexed keywords

EID: 0037915728     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0169-2070(98)00041-7     Document Type: Article

References (20)

1. Abraham, B., Ledolter, J., 1986. Forecast function implied by autoregressive integrated moving average models and other related forecasting procedures. International Statistical Review 54, 51-66.
2. Akaike, H., 1973. Discussion of paper by Chatfield and Prothero. Journal of the Royal Statistical Society A 136, 330-331.
3. Banerjee, A., Dolado, J., Galbraith, J.W., Hendry, D.F., 1993. Co-integration, Error Correction, and the Econometric Analysis of Non-Stationary Data. Oxford University Press, Oxford.
4. Beaulieu, J.J., Miron, J.A., 1993. Seasonal unit roots in aggregate U.S. data. Journal of Econometrics 55, 305-328.
5. Box, G.E.P., Jenkins, G.M., Reinsel, G.C., 1994. Time Series Analysis, Forecasting and Control, 3rd ed. Prentice Hall, Englewood Cliffs.
6. Bowerman, B.L., O'Connell, R.T., 1993. Time Series Forecasting: Unified Concepts and Computer Implementation, 3rd ed. Duxbury Press, Boston.
7. Bowerman, B.L., Koehler, A.B., Pack, D.J., 1990. Forecasting time series with increasing seasonal variation. Journal of Forecasting 9, 419-436.
8. Chatfield, C., Prothero, D.L., 1973. Box-Jenkins seasonal forecasting: problems in a case study. Journal of the Royal Statistical Society A 136, 295-315.
9. Chatfield, C., Prothero, D.L., 1973. A reply. Journal of the Royal Statistical Society A 136, 345-352.
10. Dickey, D.A., Hasza, D.P., Fuller, W.A., 1984. Testing for unit roots in seasonal time series. Journal of the American Statistical Association 79, 355-367.
11. Dickey, D.A., Pantula, S.G., 1987. Determining the order of differencing in autoregressive processes. Journal of Business and Economic Statistics 5, 455-461.
12. Franses, P.H., 1991. Seasonality, nonstationarity and the forecasting of monthly time series. International Journal of Forecasting 7, 199-208.
13. Ghysels, E., Lee, H.S., Noh, J., 1994. Testing for unit roots in seasonal time series. Journal of Econometrics 62, 415-442.
14. Hylleberg, S., Engle, R.F., Granger, C.W.J., Yoo, B.S., 1990. Seasonal integration and cointegration. Journal of Econometrics 44, 215-238.
15. Makridakis, S., Andersen, A., Carbone, R., et al., 1982. The accuracy of extra-polation (time series) methods: results of a forecasting competition. Journal of Forecasting 1, 111-153.
16. McKenzie, E., 1984. General exponential smoothing and the equivalent ARMA process. Journal of Forecasting 3, 333-344.
17. Osborn, D.R., 1990. A survey of seasonality in UK macroeconomic variables. International Journal of Forecasting 6, 327-336.
18. Osborn, D.R., Chui, A.P.L., Smith, J.P., Birchenhall, C.R., 1988. Seasonality and the order of integration for consumption. Oxford Bulletin of Economics and Statistics 50, 361-377.
19. Priestly, G.T., 1973. Discussion of paper by Chatfield and Prothero. Journal of the Royal Statistical Society A 136, 331-332.
20. Wilson, G.T., 1973. Discussion of paper by Chatfield and Prothero. Journal of the Royal Statistical Society A 136, 315-319.