Nested particle filters for online parameter estimation in discrete-time state-space Markov models

Dan Crisan, Joaquin Miguez

We address the problem of approximating the posterior probability distribution of the fixed parameters of a state-space dynamical system using a sequential Monte Carlo method. The…