Concepedia

Simon Godsill

SG

Statistics

Publications

161

Citations

12.5K

H-Index

44

Active since

1991

Affiliations

University of Cambridge(Current)

Bridge University

Centre National de la Recherche Scientifique

Simon Godsill is an author at University of Cambridge specializing in computing, monte carlo methods, and bayesian inference.

Publications per year

1991–2023

161

Publications

161

On sequential Monte Carlo sampling methods for Bayesian filtering

Arnaud Doucet, Simon Godsill, Christophe Andrieu · Statistics and Computing · 2000 · 4.4K citations

Natural Sciences, Computer Science, Mathematics +10

An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo

Olivier Cappé, Simon Godsill, Éric Moulines · Proceedings of the IEEE · 2007 · 1K citations

Computing, Computer Science, Computer Vision +15

Monte Carlo Smoothing for Nonlinear Time Series

Simon Godsill, Arnaud Doucet, Mike West · Journal of the American Statistical Association · 2004 · 545 citations

Computing, Computational Engineering, Dynamical Systems +16

Monte Carlo filtering for multi-target tracking and data association

J. Vermaak, Simon Godsill, Patrick Pérez · IEEE Transactions on Aerospace and Electronic Systems · 2005 · 377 citations

Computing, Data Science, Bayesian Data Analysis +16

On the Relationship Between Markov chain Monte Carlo Methods for Model Uncertainty

Simon Godsill · Journal of Computational and Graphical Statistics · 2001 · 293 citations

Natural Sciences, Mathematics, Probability Theory +16

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