Optimal estimation and Cramer-Rao bounds for partial non-gaussian state space models

Partial non-Gaussian state-space models include many models of interest while keeping a convenient analytical structure. In this paper, two problems related to partial non-Gaussian models are addressed. First, we present an efficient sequential Monte Carlo method to perform Bayesian inference. Secon...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Bergman, N, Doucet, A, Gordon, N
Fformat: Conference item
Cyhoeddwyd: 2001