statsmodels.tsa.statespace.simulation_smoother.SimulationSmoother.loglikeobs¶

SimulationSmoother.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.