Exponential smoothing with a damped multiplicative trend

International Journal of Forecasting

Volumn 19, Issue 4, 2003, Pages 715-725

  Taylor, James W ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

Damped trend exponential smoothing; Multiplicative trend; Pegels classification

Indexed keywords

EID: 0142023273     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-2070(03)00003-7     Document Type: Article

References (18)

1. Chatfield C. Yar M. Holt-Winters forecasting: some practical issues The Statistician 37 1988 129-140
2. Gardner Jr. E.S. Exponential smoothing: the state of the art Journal of Forecasting 4 1985 1-28
3. Gardner Jr. E.S. A simple method of computing prediction intervals for time-series forecasts Management Science 34 1988 541-546
4. Gardner Jr. E.S. Rule-based forecasting vs. damped trend exponential smoothing Management Science 45 1999 1169-1176
5. Gardner Jr. E.S. McKenzie E. Forecasting trends in time series Management Science 31 1985 1237-1246
6. Gardner Jr. E.S. McKenzie E. Model identification in exponential smoothing Journal of the Operational Research Society 39 1988 863-867
7. Goodwin P. Lawton R. On the asymmetry of the symmetric MAPE International Journal of Forecasting 15 1999 405-408
8. Hyndman R.J. Koehler A.B. Ord J.K. & Snyder R.D. 2001 Prediction intervals for exponential smoothing state space models. Working Paper, Department of Econometrics and Business Statistics, Monash University, Australia.
9. Hyndman R.J. Koehler A.B. Snyder R.D. Grose S. A state space framework for automatic forecasting using exponential smoothing methods International Journal of Forecasting 18 2002 439-454
10. Ledolter J. Abraham B. Some comments on the initialization of exponential smoothing Journal of Forecasting 3 1984 79-84
11. Makridakis S. Hibon M. The M3-Competition: results, conclusions and implications International Journal of Forecasting 16 2000 451-476
12. Makridakis S. Anderson A. Carbone R. Fildes R. Hibon M. Lewandowski R. Newton J. Parzen E. Winkler R. The accuracy of extrapolation (time series) methods: results of a forecasting competition Journal of Forecasting 1 1982 111-153
13. Makridakis S. Chatfield C. Hibon M. Lawrence M. Mills T. Ord K. Simmons L.F. The M2-Competition: a real-time judgementally based forecasting study International Journal of Forecasting 9 1993 5-22
14. Makridakis S. Wheelwright S.C. Hyndman R.J. Forecasting methods and applications 3rd ed. 1998 Wiley New York
15. Pegels C.C. Exponential forecasting: some new variations Management Science 15 1969 311-315
16. Tashman L.J. Kruk J.M. The use of protocols to select exponential smoothing procedures: a reconsideration of forecasting competitions International Journal of Forecasting 12 1996 235-253
17. Taylor J.W. Bunn D.W. A quantile regression approach to generating prediction intervals Management Science 45 1999 225-237
18. Williams D.W. Miller D. Level-adjusted exponential smoothing for modeling planned discontinuities International Journal of Forecasting 15 1999 273-289