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