Enhancing Computational Efficiency in State-Space Models Using Rao-Blackwellization and 2-Step Approximation

Genshiro Kitagawa

This paper explores a Bayesian self-organization method for state-space models, enabling simultaneous state and parameter estimation without repeated likelihood calculations. While…