Paul Fearnhead

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Gareth RobertsProfessor of Statistics, University of WarwickVerified email at warwick.ac.uk
Christopher NemethProfessor in Probabilistic Machine Learning, Lancaster University, UKRI Turing AI FellowVerified email at lancaster.ac.uk
Guillem RigaillINRAEVerified email at inrae.fr
Nigel FrenchDistinguished Professor of Infectious Disease Epidemiology and Public Health, Massey University.Verified email at massey.ac.nz
Rebecca KillickLancaster University, University of California Santa CruzVerified email at lancs.ac.uk
Omiros PapaspiliopoulosBocconiVerified email at unibocconi.it
Toby Dylan HockingAssociate Professor, Université de SherbrookeVerified email at usherbrooke.ca
Chris SherlockLancaster UniversityVerified email at lancaster.ac.uk
Dennis PrangleUniversity of BristolVerified email at bristol.ac.uk
Patrick BiggsProfessor of Genomics & Computational Biology, Massey UniversityVerified email at massey.ac.nz
Peter CliffordOxford UniversityVerified email at jesus.ox.ac.uk
Daniel J WilsonUniversity of OxfordVerified email at bdi.ox.ac.uk
Peter J. DiggleDistinguished Professor, Lancaster UniversityVerified email at lancaster.ac.uk
Joris BierkensTechnische Universiteit DelftVerified email at tudelft.nl
Alexandros BeskosProfessor in Statistics, UCLVerified email at ucl.ac.uk
Emily B. FoxStanford UniversityVerified email at stanford.edu
Gaetano RomanoLecturer in Statistics, Mathematics and Statistics, Lancaster UniversityVerified email at lancaster.ac.uk
Murray PollockNewcastle UniversityVerified email at newcastle.ac.uk
Wentao LiThe University of ManchesterVerified email at manchester.ac.uk
Loukia MeligkotsidouAssociate Professor, Department of Mathematics, UoAVerified email at math.uoa.gr

Paul Fearnhead

Professor of Statistics; Lancaster University

Verified email at lancs.ac.uk - Homepage

Statistics MCMC Sequential Monte Carlo Population Genetics Changepoints


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Optimal detection of changepoints with a linear computational cost R Killick, P Fearnhead, IA Eckley Journal of the American Statistical Association 107 (500), 1590-1598, 2012	2464	2012
Improved particle filter for nonlinear problems J Carpenter, P Clifford, P Fearnhead IEE Proceedings-Radar, Sonar and Navigation 146 (1), 2-7, 1999	1625	1999
Genome-wide association study of prostate cancer identifies a second risk locus at 8q24 M Yeager, N Orr, RB Hayes, KB Jacobs, P Kraft, S Wacholder, ... Nature genetics 39 (5), 645-649, 2007	1326	2007
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation P Fearnhead, D Prangle Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2012	811	2012
A coalescent-based method for detecting and estimating recombination from gene sequences G McVean, P Awadalla, P Fearnhead Genetics 160 (3), 1231-1241, 2002	800	2002
Exact and efficient Bayesian inference for multiple changepoint problems P Fearnhead Statistics and Computing 16, 203-213, 2006	600	2006
Tracing the source of campylobacteriosis DJ Wilson, E Gabriel, AJH Leatherbarrow, J Cheesbrough, S Gee, ... PLoS genetics 4 (9), e1000203, 2008	553	2008
Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes (with discussion) A Beskos, O Papaspiliopoulos, GO Roberts, P Fearnhead Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2006	503	2006
On-line inference for multiple changepoint problems P Fearnhead, Z Liu Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2007	412	2007
Estimating recombination rates from population genetic data P Fearnhead, P Donnelly Genetics 159 (3), 1299-1318, 2001	396	2001
The zig-zag process and super-efficient sampling for Bayesian analysis of big data J Bierkens, P Fearnhead, G Roberts The Annals of Statistics 47 (3), 1288-1320, 2019	309	2019
Sequential Monte Carlo methods in filter theory P Fearnhead University of Oxford 93 (443), 209-250, 1998	301	1998
On-line inference for hidden Markov models via particle filters P Fearnhead, P Clifford Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2003	287	2003
Markov chain Monte Carlo, sufficient statistics, and particle filters P Fearnhead Journal of Computational and Graphical Statistics 11 (4), 848-862, 2002	259	2002
Rapid Evolution and the Importance of Recombination to the Gastroenteric Pathogen Campylobacter jejuni DJ Wilson, E Gabriel, AJH Leatherbarrow, J Cheesbrough, S Gee, ... Molecular biology and evolution 26 (2), 385-397, 2009	246	2009
On optimal multiple changepoint algorithms for large data R Maidstone, T Hocking, G Rigaill, P Fearnhead Statistics and computing 27, 519-533, 2017	223	2017
Particle filters for partially observed diffusions P Fearnhead, O Papaspiliopoulos, GO Roberts Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2008	212	2008
Analysis of changepoint models IA Eckley, P Fearnhead, R Killick Bayesian time series models 205, 224, 2011	197	2011
Particle filters for mixture models with an unknown number of components P Fearnhead Statistics and Computing 14, 11-21, 2004	186	2004
A sequential smoothing algorithm with linear computational cost P Fearnhead, D Wyncoll, J Tawn Biometrika 97 (2), 447-464, 2010	184	2010

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