Sequential Monte Carlo Methods in Practice (Information Science and Statistics)

Monte Carlo methods are revolutionising the on-line analysis of data in fields as diverse as financial modelling, target tracking and computer vision. His main research interests are in Bayesian statistics and the application of on-line and batch Monte Carlo methods to machine learning.