statsmodels.tsa.statespace.kalman_smoother.KalmanSmoother.loglikeobs

method

KalmanSmoother.loglikeobs(**kwargs)

Calculate the loglikelihood for each observation associated with the statespace model.

Parameters

**kwargs

Additional keyword arguments to pass to the Kalman filter. See KalmanFilter.filter for more details.

Returns

loglikearray of float

Array of loglikelihood values for each observation.

Notes

If loglikelihood_burn is positive, then the entries in the returned loglikelihood vector are set to be zero for those initial time periods.