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Original Articles

Holt–Winters Forecasting: An Alternative Formulation Applied to UK Air Passenger Data

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Pages 1075-1090 | Published online: 15 Nov 2007

References

  • Bermúdez , J. D. , Segura , J. V. and Vercher , E. 2006a . Improving demand forecasting accuracy using non-linear programming software . Journal of the Operational Research Society , 57 : 94 – 100 .
  • Bermúdez , J. D. , Segura , J. V. and Vercher , E. 2006b . A decision support system methodology for forecasting of time series based on Soft Computing . Computational Statistics & Data Analysis , 51 : 177 – 191 .
  • Box , G. E.P. and Cox , D. R. 1964 . An analysis of transformations (with discussion) . Journal of the Royal Statistical Society, B , 26 : 211 – 252 .
  • Byrd , R. H. , Lu , P. , Nocedal , J. and Zhu , C. 1995 . A limited memory algorithm for bound constrained optimization . SIAM Journal Scientific Computing , 16 : 1190 – 1208 .
  • DETR . 2000 . Air Traffic Forecast for the United Kingdom , Department of the Environment, Transport and the Regions .
  • Grubb , H. and Mason , A. 2001 . Long lead-time forecasting of UK air passengers by Holt–Winters methods with damped trend . International Journal of Forecasting , 17 : 71 – 82 .
  • Harvey , A. 1989 . Forecasting, Structural Time Series Model and the Kalman Filter , Cambridge : Cambridge University Press .
  • Hyndman , R. J. , Koehler , A. B. , Snyder , R. D. and Grose , S. 2002 . A state space framework automatic forecasting using exponential smoothing . International Journal of Forecasting , 18 : 439 – 454 .
  • Koehler , A. B. , Snyder , R. D. and Ord , J. K. 2001 . Forecasting Models and prediction intervals for the multiplicative Holt–Winters method . International Journal of Forecasting , 17 : 269 – 286 .
  • Makridakis , S. and Hibon , M. 2000 . The M3-competition: results, conclusions and implications . Journal of Forecasting , 16 : 451 – 476 .
  • Makridakis , S. , Wheelwright , S. C. and Hyndman , R. J. 1998 . Forecasting. Methods and Applications, , 3rd edn , New York : Wiley .
  • Ord , J. K. , Koehler , A. B. and Snyder , R. D. 1997 . Estimation and prediction for a class of dynamic nonlinear statistical models . Journal of the American Statistical Association , 92 : 1621 – 1629 .
  • R Development Core Team . 2005 . R: A Language and Environment for Statistical Computing , Vienna, , Austria : R Foundation for Statistical Computing . http://www.R-project.org.)
  • Seber , G. A.F. 1984 . Multivariate Observations , Wiley : New York .
  • Segura , J. V. and Vercher , E. 2001 . A spreadsheet modeling approach to the Holt-Winters optimal forecasting . European Journal of the Operational Research , 131 : 375 – 388 .
  • Segura , J. V. and Vercher , E. 2002 . A Mathematical Programming Model for the Holt-Winters multiplicative method , Spain : Technical Report of the Operations Research Center, Universidad Miguel Hernandez de Elche .
  • Yar , M. and Chatfield , C. 1990 . Prediction Intervals for the Holt-Winters Forecasting Procedure . International Journal of Forecasting , 6 : 127 – 137 .
  • Winters , P. R. 1960 . Forecasting sales by exponentially weighted moving averages . Management Science , 6 : 324 – 342 .

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