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

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