statsmodels.tsa.statespace.structural.UnobservedComponentsResults.freq_seasonal

property UnobservedComponentsResults.freq_seasonal

Estimates of unobserved frequency domain seasonal component(s)

Returns
out: list of Bunch instances

Each item has the following attributes:

  • filtered: a time series array with the filtered estimate of

    the component

  • filtered_cov: a time series array with the filtered estimate of

    the variance/covariance of the component

  • smoothed: a time series array with the smoothed estimate of

    the component

  • smoothed_cov: a time series array with the smoothed estimate of

    the variance/covariance of the component

  • offset: an integer giving the offset in the state vector where

    this component begins