statsmodels.tsa.seasonal.DecomposeResult¶
-
class
statsmodels.tsa.seasonal.DecomposeResult(observed, seasonal, trend, resid, weights=None)[source]¶ Results class for seasonal decompositions
- Parameters
- observedarray_like
The data series that has been decomposed.
- seasonalarray_like
The seasonal component of the data series.
- trendarray_like
The trend component of the data series.
- residarray_like
The residual component of the data series.
- weightsarray_like,
optional The weights used to reduce outlier influence.
- Attributes
Methods
plot([observed, seasonal, trend, resid, weights])Plot estimated components
Methods
plot([observed, seasonal, trend, resid, weights])Plot estimated components
Properties
Number of observations
Observed data
The estimated residuals
The estimated seasonal component
The estimated trend component
The weights used in the robust estimation