Uniform convergence over time of a nested particle filtering scheme for recursive parameter estimation in state--space Markov models

Dan Crisan, Joaquin Miguez

We analyse the performance of a recursive Monte Carlo method for the Bayesian estimation of the static parameters of a discrete--time state--space Markov model. The algorithm emplo…