Initialize state and state covariance arrays in preparation for the Kalman filter.
Parameters: | variance : float, optional
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Notes
Initializes the ARMA component of the state space to the typical stationary values and the other components as approximate diffuse.
Can be overridden be calling one of the other initialization methods before fitting the model.