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
nobs
Number of observations observed
Observed data resid
The estimated residuals seasonal
The estimated seasonal component trend
The estimated trend component weights
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
nobs
Number of observations observed
Observed data resid
The estimated residuals seasonal
The estimated seasonal component trend
The estimated trend component weights
The weights used in the robust estimation