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Holt-Winters Drievoudige Exponentiële Afvlakking×Profeet×
VakgebiedEconometrieEconometrie
FamilieRegression modelRegression model
Jaar van ontstaan19602018
GrondleggerCharles C. Holt and Peter R. WintersTaylor & Letham (Facebook/Meta)
TypeExponential smoothing forecasting modelDecomposable (structural) time series model
Oorspronkelijke bronWinters, P. R. (1960). Forecasting Sales by Exponentially Weighted Moving Averages. Management Science, 6(3), 324-342. DOI ↗Taylor, S. J. & Letham, B. (2018). Forecasting at Scale. The American Statistician, 72(1), 37-45. DOI ↗
Aliassentriple exponential smoothing, Winters' method, Holt-Winters seasonal method, Holt-Winters Üçlü Üstel DüzleştirmeProphet, Facebook Prophet, Meta Prophet, forecasting at scale
Verwant45
SamenvattingHolt-Winters triple exponential smoothing is a forecasting model that extends Holt's double smoothing by adding a seasonal component, introduced by Peter Winters in 1960 building on Charles Holt's work. It tracks three evolving quantities — level, trend, and season — and combines them to forecast a continuous time series.Prophet is a Bayesian structural time series model introduced by Taylor and Letham at Facebook/Meta in 2018. It forecasts a continuous series by decomposing it into separate, interpretable trend, seasonality, and holiday components, and is designed to be approachable for analysts working at scale.
ScholarGateGegevensset
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  2. 2 Bronnen
  3. PUBLISHED
  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Holt-Winters · Prophet. Geraadpleegd op 2026-06-19 via https://scholargate.app/nl/compare