statsmodels.tsa.statespace.structural.UnobservedComponents.loglikeobs

UnobservedComponents.loglikeobs(params, transformed=True, complex_step=False, **kwargs)

Loglikelihood evaluation

Parameters:

params : array_like

Array of parameters at which to evaluate the loglikelihood function.

transformed : boolean, optional

Whether or not params is already transformed. Default is True.

**kwargs

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

See also

update

modifies the internal state of the Model to reflect new params

Notes

[R96] recommend maximizing the average likelihood to avoid scale issues; this is done automatically by the base Model fit method.

References

[R96]

(1, 2) Koopman, Siem Jan, Neil Shephard, and Jurgen A. Doornik. 1999. Statistical Algorithms for Models in State Space Using SsfPack 2.2. Econometrics Journal 2 (1): 107-60. doi:10.1111/1368-423X.00023.