Stochastic models underlying Croston ’ s method for intermittent demand forecasting 2 February 2005

By L. Shenstone. 2005

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1. Nicolas Chapados
2. Valentin Flunkert
3. Matthias W. Seeger

Citations in the corpus

• Effective Bayesian Modeling of Groups of Related Count Time Series (2014, methodology): “Croston’s method produces point forecasts only; Shenstone & Hyndman (2005) studied variants with a proper stochastic foundation that can produce predictive intervals, although with no attempt to capture some known stylized facts of intermittent demand patterns such as heavy tails (Kwan, 1991).”