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Demand Planning Statistical Model

The statisticalModel field selects the forecast engine for one cluster pair. It is required on save and therefore has no default. Older records without a value are displayed as Moving Average, but new configurations must select a model explicitly.

Use the exact English value in Payload value.

Payload value Meaning Community Enterprise
Moving Average Average of a fixed historical window Available Available
Rolling Moving Average Moving average updated across the forecast horizon Available Available
ARIMA Autoregressive, differenced, and moving-average time-series model Available Available
Holt-Winters Exponential smoothing with level, trend, and seasonality Available Available
Exponential Smoothing Exponentially weighted level model Available Available
Seasonal Naive Repeats the corresponding value from the prior season Unavailable Available
STL Decomposes the series into trend, seasonality, and remainder Unavailable Available
Prophet Trend-and-seasonality model with configurable priors Unavailable Available
ETS Error, trend, and seasonality state-space family Unavailable Available
TBATS Model for complex or multiple seasonal patterns Unavailable Available
Budget as Forecast Uses a governed budget version as the baseline Unavailable Available
Chronos Enterprise foundation model for time-series forecasting Unavailable Available

The shared enum also contains internal or transitional values that are not selectable. A value is public only when the current edition's model catalog lists it.

Compatibility

  • Budget as Forecast requires a Budget and the Historical Sales split.
  • Budget as Forecast cannot use an AutoFit model from the execution profile.
  • Chronos does not support Hierarchical Reconciliation.
  • model-specific parameters are shown only when that model is selected.

Used by