Analysis of a nonlinear importance sampling scheme for Bayesian parameter estimation in state-space models

Joaquin Miguez, Ines P. Mariño, Manuel A. Vazquez

The Bayesian estimation of the unknown parameters of state-space (dynamical) systems has received considerable attention over the past decade, with a handful of powerful algorithms…