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Volumn 13, Issue 2, 1997, Pages 269-280

Robustness properties of some forecasting methods for seasonal time series: A Monte Carlo study

Author keywords

ARIMA models; Forecasting; Holt Winters method; Regression models; Robustness; Seasonality; Structural component models; Time series; Trend

Indexed keywords


EID: 0031165381     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-2070(97)00014-9     Document Type: Conference Paper
Times cited : (18)

References (24)
  • 5
    • 0001692662 scopus 로고
    • The Holt-Winters forecasting procedure
    • Chatfield, C., 1978, The Holt-Winters forecasting procedure. Applied Statistics 27, 264-279.
    • (1978) Applied Statistics , vol.27 , pp. 264-279
    • Chatfield, C.1
  • 6
    • 0000557133 scopus 로고
    • Holt-Winters forecasting: Some practical issues
    • Chatfield, C., Yar, M., 1988, Holt-Winters forecasting: Some practical issues. The Statistician 37, 129-140.
    • (1988) The Statistician , vol.37 , pp. 129-140
    • Chatfield, C.1    Yar, M.2
  • 8
    • 0011050716 scopus 로고
    • Some robustness properties of the simple exponential smoothing predictor
    • Chen, C., 1993, Some robustness properties of the simple exponential smoothing predictor. Journal of the Japan Statistical Society 23, 201-214.
    • (1993) Journal of the Japan Statistical Society , vol.23 , pp. 201-214
    • Chen, C.1
  • 9
    • 0011004770 scopus 로고    scopus 로고
    • Some statistical properties of the Holt-Winters seasonal forecasting method
    • Chen, C., 1996, Some statistical properties of the Holt-Winters seasonal forecasting method. Journal of the Japan Statistical Society 26, 173-187.
    • (1996) Journal of the Japan Statistical Society , vol.26 , pp. 173-187
    • Chen, C.1
  • 10
    • 84984477151 scopus 로고
    • Exponential smoothing: The state of the art
    • Gardner, Jr. E.S., 1985, Exponential smoothing: The state of the art. Journal of Forecasting 4, 1-28.
    • (1985) Journal of Forecasting , vol.4 , pp. 1-28
    • Gardner E.S., Jr.1
  • 14
    • 84952213852 scopus 로고
    • Forecasting economic time series with structural and Box-Jenkins models
    • with discussion
    • Harvey, A.C., Todd, P.H.J., 1983, Forecasting economic time series with structural and Box-Jenkins models (with discussion). Journal of Business and Economic Statistics 1, 299-315.
    • (1983) Journal of Business and Economic Statistics , vol.1 , pp. 299-315
    • Harvey, A.C.1    Todd, P.H.J.2
  • 16
    • 0010990418 scopus 로고    scopus 로고
    • Statistical properties of a predictor for a seasonal time series when its residual deviates from a stationary process
    • Watanabe, S., M. Fukushima, Yu.V. Prohorov and A. Shiryaev (eds.), World Scientific, Singapore
    • Huzii, M. and C. Chen, 1996, Statistical properties of a predictor for a seasonal time series when its residual deviates from a stationary process, in: Watanabe, S., M. Fukushima, Yu.V. Prohorov and A. Shiryaev (eds.), Probability Theory and Mathematical Statistics (World Scientific, Singapore), 132-146.
    • (1996) Probability Theory and Mathematical Statistics , pp. 132-146
    • Huzii, M.1    Chen, C.2
  • 17
    • 84986734550 scopus 로고
    • A nonstationary time series model and its fitting by a recursive filter
    • Kitagawa, G., 1981, A nonstationary time series model and its fitting by a recursive filter. Journal of Time Series Analysis 2, 103-116.
    • (1981) Journal of Time Series Analysis , vol.2 , pp. 103-116
    • Kitagawa, G.1
  • 19
    • 84950428388 scopus 로고
    • A smoothness priors-state space modeling of time series with trend and seasonality
    • Kitagawa, G., Gersch, W., 1984, A smoothness priors-state space modeling of time series with trend and seasonality. Journal of the American Statistical Association 79, 378-389.
    • (1984) Journal of the American Statistical Association , vol.79 , pp. 378-389
    • Kitagawa, G.1    Gersch, W.2
  • 21
    • 0000209313 scopus 로고
    • Experience with forecasting univariate time-series and the combination of forecasts
    • Newbold, P., Granger, C.W.J., 1974, Experience with forecasting univariate time-series and the combination of forecasts. Journal of the Royal Statistical Society, A 137, 131-165.
    • (1974) Journal of the Royal Statistical Society, A , vol.137 , pp. 131-165
    • Newbold, P.1    Granger, C.W.J.2
  • 22
    • 84925978190 scopus 로고
    • A general class of Holt-Winters type forecasting models
    • Roberts, S.A., 1982, A general class of Holt-Winters type forecasting models. Management Science 28, 808-820.
    • (1982) Management Science , vol.28 , pp. 808-820
    • Roberts, S.A.1
  • 23
    • 0002005807 scopus 로고
    • Trends and structural changes in macroeconomic time series
    • Takeuchi, Y., 1991, Trends and structural changes in macroeconomic time series. Journal of the Japan Statistical Society 21, 13-25.
    • (1991) Journal of the Japan Statistical Society , vol.21 , pp. 13-25
    • Takeuchi, Y.1
  • 24
    • 0039532850 scopus 로고
    • Prediction intervals for the Holt-Winters forecasting procedure
    • Yar, M., Chatfield, C., 1990, Prediction intervals for the Holt-Winters forecasting procedure. International Journal of Forecasting 6, 127-137.
    • (1990) International Journal of Forecasting , vol.6 , pp. 127-137
    • Yar, M.1    Chatfield, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.