Particle approximations of the score and observed information matrix for parameter estimation in state–space models with linear computational cost

Journal of Computational and Graphical Statistics

October 2016 · Christopher Nemeth, Paul Fearnhead, Lyudmila Mihaylova

Parameter estimation for state space models using sequential Monte Carlo algorithms

PhD Thesis

October 2014 · Christopher Nemeth

Particle learning methods for state and parameter estimation

9th IET Data Fusion and Target Tracking Conference

January 2012 · Christopher Nemeth, Paul Fearnhead, Lyudmila Mihaylova, Dave Vorley