Forecasting models and prediction intervals for the multiplicative Holt-Winters method

International Journal of Forecasting

Volumn 17, Issue 2, 2001, Pages 269-286

  Koehler, Anne B ^a   Snyder, Ralph D ^b   Ord, J Keith ^c  

^a MIAMI UNIVERSITY   (United States)

^b MONASH UNIVERSITY   (Australia)

^c GEORGETOWN UNIVERSITY   (United States)

Author keywords

Exponential smoothing; Holt Winters method; Model selection; Prediction intervals; State space models

Indexed keywords

EID: 0035314972     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-2070(01)00081-4     Document Type: Article

References (12)

1. Abraham B., Ledolter J. Forecast functions implied by autoregressive integrated moving average and other related forecast procedures. International Statistical Review. 54:1986;51-66.
2. Archibald B.C. Winters model: three versions, diagnostic checks, and forecast performances. 1994;School of Business Administration, Dalhousie University, Halifax, Canada. Working paper WP-94-4.
3. Box G.E.P., Jenkins G.M., Reinsel G.C. Time Series Analysis: Forecasting and Control. 1994;Prentice-Hall, Englewood Cliffs.
4. Chatfield C., Yar M. Prediction intervals for multiplicative Holt-Winters. International Journal of Forecasting. 7:1991;31-37.
5. Gardner E.S. Jr. Exponential smoothing: the state of the art. Journal of Forecasting. 4:1985;1-28.
6. Makridakis S., Wheelwright S.C., Hyndman R.J. Forecasting Methods and Applications. 1998;John Wiley, New York.
7. Neter J., Kutner M.H., Nachtscheim C.J., Wasserman W. Applied Regression Models. 1996;Irwin, Chicago.
8. Ord J.K., Koehler A.B. A structural model for the multiplicative Holt-Winters method. Proceedings of the Decision Sciences Institute. 1990;555-557.
9. Ord J.K., Koehler A.B., Snyder R.D. Estimation and prediction for a class of dynamic nonlinear statistical models. Journal of the American Statistical Association. 92:1997;1621-1629.
10. Snyder R.D. Recursive estimation of dynamic linear statistical models. Journal of the Royal Statistical Society, Series B. 47:1985;272-276.
11. Snyder R.D. Statistical foundations of exponential smoothing. 1988;Department of Econometrics, University of Monash. Working paper 5/88.
12. Winters P.R. Forecasting sales by exponentially weighted moving averages. Management Science. 6:1960;324-342.