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

Sequential Monte Carlo methods for state and parameter estimation in abruptly changing environments

IEEE Transactions on Signal Processing

April 2014 · Christopher Nemeth, Paul Fearnhead, Lyudmila Mihaylova