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The Holt-Winters Forecasting Procedure
5 references·16 citing·36 second hop
The Holt-Winters Forecasting Procedure (1978)The Holt-Winters Forecasting ProcedureForecasting Economic Time Series (2000)Forecasting Economic Time Ser…Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecas…Forecasting and time series analysis (1977)Forecasting and time series a…Experience with Forecasting Univariate Time Series and the Combination of Forecasts (1974)Experience with Forecasting U…Forecasting Sales by Exponentially Weighted Moving Averages (1960)Forecasting Sales by Exponent…Time series prediction of under-five mortality rates for Nigeria: comparative analysis of artificial neural networks, Holt-Winters exponential smoothing and autoregressive integrated moving average models (2020)Time series prediction of und…Forecasting seasonal time series based on fuzzy techniques (2018)Forecasting seasonal time ser…A comparison of multivariate and univariate time series approaches to modelling and forecasting emergency department demand in Western Australia (2015)A comparison of multivariate …Trend Mining for Predictive Product Design (2011)Trend Mining for Predictive P…Exponential smoothing model selection for forecasting (2005)Exponential smoothing model s…Forecasting uncertain hotel room demand (2001)Forecasting uncertain hotel r…Generalising about univariate forecasting methods: further empirical evidence (1998)Generalising about univariate…The Impact of Empirical Accuracy Studies on Time Series Analysis and Forecasting (1995)The Impact of Empirical Accur…Prediction intervals for the Holt-Winters forecasting procedure (1990)Prediction intervals for the …What is the ‘best’ method of forecasting? (1988)What is the ‘best’ method of …Holt-Winters Forecasting: Some Practical Issues (1988)Holt-Winters Forecasting: Som…General exponential smoothing and the equivalent arma process (1984)General exponential smoothing…A unified view of statistical forecasting procedures (1984)A unified view of statistical…Local Trend Estimation and Seasonal Adjustment of Economic and Social Time Series (1982)Local Trend Estimation and Se…A General Class of Holt-Winters Type Forecasting Models (1982)A General Class of Holt-Winte…Quantitative Forecasting -- The State of the Art: Extrapolative Models (1979)Quantitative Forecasting -- T…The X-11 variant of the census method II seasonal adjustment program (1965)Issues Involved With the Seasonal Adjustment of Economic Time Series (1984)A PROTOTYPICAL SEASONAL ADJUSTMENT MODEL (1987)A comparison of methods for trend estimation (1999)Time Series Analysis, Forecasting, and Control (1995)A New Look at Models For Exponential Smoothing (2001)Exponential smoothing with a damped multiplicative trend (2003)Cryptocurrency price prediction using traditional statistical and machine‐learning techniques: A survey (2021)The Structure of Scientific Revolutions (1963)Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root (1981)Economic forecasting: some lessons from recent research (2003)Illusions in regression analysis (2012)Golden rule of forecasting: Be conservative (2015)Forecasting methods and applications (1993)The M3-Competition: results, conclusions and implications (2000)Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction (2011)‘Horses for Courses’ in demand forecasting (2014)Demand forecasting in supply chain: The impact of demand volatility in the presence of promotion (2020)Time Series Analysis: Forecasting and Control (1977)The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)Structural change and the combination of forecasts (1987)Vancouver's Gasoline-Price Wars: An Empirical Exercise in Uncovering Supergame Strategies (1992)Estimating the Underlying Change in Unemployment in the UK (2000)The Combination of Forecasts (1969)Bayesian Forecasting (1976)Tests for Forecast Encompassing (1998)Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500 (2016)Exponential smoothing: The state of the art (1985)A Single-Item Inventory Model for a Nonstationary Demand Process (1999)The impact of exponential smoothing forecasts on the bullwhip effect (2000)25 years of time series forecasting (2006)Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing (2011)An Almost Ideal Demand System (1980)Empirical exchange rate models of the seventies (1983)Generalized autoregressive conditional heteroskedasticity (1986)Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)
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References

  • 1977Time Series Analysis: Forecasting and Control19,200 cited
  • 1960Forecasting Sales by Exponentially Weighted Moving Averages2,117 cited
  • 2000Forecasting Economic Time Series1,768 cited
  • 1974Experience with Forecasting Univariate Time Series and the Combination of Forecasts849 cited
  • 1977Forecasting and time series analysis446 cited

Cited by

  • 1988Holt-Winters Forecasting: Some Practical Issues330 cited
  • 2005Exponential smoothing model selection for forecasting281 cited
  • 1984A unified view of statistical forecasting procedures238 cited
  • 1995The Impact of Empirical Accuracy Studies on Time Series Analysis and Forecasting172 cited
  • 1982Local Trend Estimation and Seasonal Adjustment of Economic and Social Time Series152 cited
  • 1998Generalising about univariate forecasting methods: further empirical evidence151 cited
  • 1984General exponential smoothing and the equivalent arma process132 cited
  • 2015A comparison of multivariate and univariate time series approaches to modelling and forecasting emergency department demand in Western Australia122 cited
  • 1988What is the ‘best’ method of forecasting?101 cited
  • 2001Forecasting uncertain hotel room demand

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96 cited
  • 1990Prediction intervals for the Holt-Winters forecasting procedure92 cited
  • 1979Quantitative Forecasting -- The State of the Art: Extrapolative Models74 cited
  • 1982A General Class of Holt-Winters Type Forecasting Models72 cited
  • 2020Time series prediction of under-five mortality rates for Nigeria: comparative analysis of artificial neural networks, Holt-Winters exponential smoothing and autoregressive integrated moving average models60 cited
  • 2011Trend Mining for Predictive Product Design55 cited
  • 2018Forecasting seasonal time series based on fuzzy techniques50 cited