Paul Fearnhead

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Gareth RobertsProfessor of Statistics, University of WarwickVerified email at warwick.ac.uk
Christopher NemethProfessor of Statistics, Lancaster UniversityVerified email at lancaster.ac.uk
Rebecca KillickLancaster UniversityVerified email at lancs.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
Omiros PapaspiliopoulosBocconiVerified email at unibocconi.it
Dennis PrangleBristol UniversityVerified email at bristol.ac.uk
Peter CliffordOxford UniversityVerified email at jesus.ox.ac.uk
Toby Dylan HockingNorthern Arizona UniversityVerified email at nau.edu
Patrick BiggsProfessor of Genomics & Computational Biology, Massey UniversityVerified email at massey.ac.nz
Chris SherlockLancaster UniversityVerified email at lancaster.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
Loukia MeligkotsidouAssociate Professor, Department of Mathematics, UoAVerified email at math.uoa.gr
Murray PollockNewcastle UniversityVerified email at newcastle.ac.uk
Wentao LiThe University of ManchesterVerified email at manchester.ac.uk
Robert MaidstoneSchool of Biological Sciences, University of ManchesterVerified email at manchester.ac.uk

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	1863	2012
Improved particle filter for nonlinear problems J Carpenter, P Clifford, P Fearnhead IEE Proceedings-Radar, Sonar and Navigation 146 (1), 2-7, 1999	1527	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	1311	2007
A coalescent-based method for detecting and estimating recombination from gene sequences G McVean, P Awadalla, P Fearnhead Genetics 160 (3), 1231-1241, 2002	777	2002
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	718	2012
Exact and efficient Bayesian inference for multiple changepoint problems. P Fearnhead Statistics and computing 16 (2), 203-213, 2006	545	2006
Tracing the source of campylobacteriosis DJ Wilson, E Gabriel, AJH Leatherbarrow, J Cheesbrough, S Gee, ... PLoS genetics 4 (9), e1000203, 2008	510	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	472	2006
Estimating recombination rates from population genetic data P Fearnhead, P Donnelly Genetics 159 (3), 1299-1318, 2001	390	2001
On‐line inference for multiple changepoint problems P Fearnhead, Z Liu Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007	371	2007
Sequential Monte Carlo methods in filter theory P Fearnhead University of Oxford 93 (443), 209-250, 1998	292	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	279	2003
The zig-zag process and super-efficient sampling for Bayesian analysis of big data J Bierkens, P Fearnhead, G Roberts	246	2019
Markov chain Monte Carlo, sufficient statistics, and particle filters P Fearnhead Journal of Computational and Graphical Statistics 11 (4), 848-862, 2002	238	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	222	2009
Particle filters for partially observed diffusions P Fearnhead, O Papaspiliopoulos, GO Roberts Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2008	199	2008
On optimal multiple changepoint algorithms for large data R Maidstone, T Hocking, G Rigaill, P Fearnhead Statistics and computing 27, 519-533, 2017	191	2017
Analysis of changepoint models IA Eckley, P Fearnhead, R Killick Bayesian time series models 205, 224, 2011	182	2011
Particle filters for mixture models with an unknown number of components P Fearnhead Statistics and Computing 14, 11-21, 2004	182	2004
A sequential smoothing algorithm with linear computational cost P Fearnhead, D Wyncoll, J Tawn Biometrika 97 (2), 447-464, 2010	179	2010

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