Adam M. Johansen

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Arnaud DoucetProfessor of Statistics, University of Oxford & Research Scientist, Google DeepMindVerified email at stats.ox.ac.uk
John AstonStatistical Laboratory, DPMMS, University of CambridgeVerified email at statslab.cam.ac.uk
Nick WhiteleyUniversity of BristolVerified email at bristol.ac.uk
Murray PollockNewcastle UniversityVerified email at newcastle.ac.uk
Gareth RobertsProfessor of Statistics, University of WarwickVerified email at warwick.ac.uk
Richard G. EverittUniversity of WarwickVerified email at warwick.ac.uk
Manuel DAVYCEO at VekiaVerified email at vekia.fr
Daniel John LawsonUniversity of BristolVerified email at bristol.ac.uk
Simon GodsillUniversity of CambridgeVerified email at eng.cam.ac.uk
Paul FearnheadProfessor of Statistics; Lancaster UniversityVerified email at lancs.ac.uk
Anthony LeeSchool of Mathematics, University of BristolVerified email at bristol.ac.uk
Ba-Ngu VoCurtin UniversityVerified email at curtin.edu.au
Pierre Del MoralResearch Director, INRIA Bordeaux - Sud OuestVerified email at inria.fr
Axel FinkeDepartment of Mathematics, Loughborough University, UKVerified email at lboro.ac.uk
Xavier DidelotUniversity of WarwickVerified email at warwick.ac.uk
Fredrik LindstenAssociate Professor, Linköping UniversityVerified email at liu.se
Thomas SchönProfessor, Uppsala UniversityVerified email at it.uu.se
Christopher NamAmazonVerified email at amazon.com
Thomas E. NicholsUniversity of OxfordVerified email at bdi.ox.ac.uk
Alberto SorrentinoDipartimento di Matematica, Università di GenovaVerified email at dima.unige.it

Adam M. Johansen

University of Warwick

Verified email at warwick.ac.uk - Homepage

Monte Carlo Methods Computational Statistics Bayesian Statistics Decision Theory


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A tutorial on particle filtering and smoothing: Fifteen years later A Doucet, AM Johansen Handbook of Nonlinear Filtering, 656-704, 2011	2300	2011
A note on auxiliary particle filters AM Johansen, A Doucet Statistics & Probability Letters 78 (12), 1498-1504, 2008	214	2008
Likelihood-free estimation of model evidence X Didelot, RG Everitt, AM Johansen, DJ Lawson Bayesian Analysis 6 (1), 49-76, 2011	138	2011
Toward automatic model comparison: an adaptive sequential Monte Carlo approach Y Zhou, AM Johansen, JAD Aston Journal of Computational and Graphical Statistics 25 (3), 701-726, 2016	110	2016
Convergence of the SMC Implementation of the PHD Filter AM Johansen, SS Singh, A Doucet, BN Vo Methodology and Computing in Applied Probability 8 (2), 265-291, 2006	94	2006
Particle methods for maximum likelihood estimation in latent variable models AM Johansen, A Doucet, M Davy Statistics and Computing 18 (1), 47-57, 2008	85*	2008
Single-molecule level analysis of the subunit composition of the T cell receptor on live T cells JR James, SS White, RW Clarke, AM Johansen, PD Dunne, DL Sleep, ... Proceedings of the National Academy of Sciences 104 (45), 17662-17667, 2007	82	2007
The iterated auxiliary particle filter P Guarniero, AM Johansen, A Lee Journal of the American Statistical Association 112 (520), 1636-1647, 2017	78	2017
Sequential Monte Carlo samplers for rare events AM Johansen, P Del Moral, A Doucet UNIVERSITY OF CAMBRIDGE, DEPARTMENT OF ENGINEERING, CAMBRIDGE UNIVERSITY …, 2005	74	2005
SMCTC: sequential Monte Carlo in C++ AM Johansen Journal of Statistical Software 30 (6), 1-41, 2009	63	2009
Monte carlo methods. lecture notes AM Johansen, L Evers University of Bristol, 2007	61*	2007
On the exact and -strong simulation of (jump) diffusions M Pollock, AM Johansen, GO Roberts Bernoulli 22 (2), 794-856, 2016	46	2016
Recent developments in auxiliary particle filtering N Whiteley, AM Johansen Bayesian Time Series Models, 52-79, 2011	44*	2011
Quantifying the uncertainty in change points CFH Nam, JAD Aston, AM Johansen Journal of Time Series Analysis 33 (5), 807--823, 2012	43	2012
A simple approach to maximum intractable likelihood estimation FJ Rubio, AM Johansen Electronic Journal of Statistics 7, 1632-1654, 2013	40	2013
On solving integral equations using Markov chain Monte Carlo methods A Doucet, AM Johansen, VB Tadić Applied Mathematics and Computation 216 (10), 2869-2880, 2010	40	2010
Monte Carlo filtering of piecewise deterministic processes N Whiteley, AM Johansen, S Godsill Journal of Computational and Graphical Statistics 20 (1), 119-139, 2011	37	2011
Quasi‐stationary Monte Carlo and the ScaLE algorithm M Pollock, P Fearnhead, AM Johansen, GO Roberts Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2020	36*	2020
Microtubule organization within mitotic spindles revealed by serial block face scanning electron microscopy and image analysis FM Nixon, TR Honnor, NI Clarke, GP Starling, AJ Beckett, AM Johansen, ... Journal of cell science 130 (10), 1845-1855, 2017	36	2017
Divide-and-conquer with sequential Monte Carlo F Lindsten, AM Johansen, CA Naesseth, B Kirkpatrick, TB Schön, ... Journal of Computational and Graphical Statistics 26 (2), 445-458, 2017	34*	2017

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