Exact score for time series models in state space form
This paper shows that the score vector for Gaussian state space models takes on a simple form which can be computed in a single pass of the Kalman filter and a smoother.
Main Authors: | Koopman, S, Shephard, N |
---|---|
Format: | Journal article |
Sprog: | English |
Udgivet: |
Biometrika Trust
1992
|
Fag: |
Lignende værker
-
Exact score for time series models in state space form
af: Shephard, N, et al.
Udgivet: (1992) -
Inference for adaptive time series models: stochastic volatility and conditionally Gaussian state space form
af: Bos, C, et al.
Udgivet: (2006) -
Statistical algorithms for models in state space form using SsfPack 2.2
af: Koopman, S, et al.
Udgivet: (1999) -
Detecting shocks: outliers and breaks in time series
af: Atkinson, A, et al.
Udgivet: (1997) -
Local scale models: state space alternative to integrated GARCH processes
af: Shephard, N
Udgivet: (1994)