statsmodels.tsa.seasonal.DecomposeResult

class statsmodels.tsa.seasonal.DecomposeResult(observed, seasonal, trend, resid, weights=None)

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