Adam M. Johansen
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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
A note on auxiliary particle filters
AM Johansen, A Doucet
Statistics & Probability Letters 78 (12), 1498-1504, 2008
Likelihood-free estimation of model evidence
X Didelot, RG Everitt, AM Johansen, DJ Lawson
Bayesian Analysis 6 (1), 49-76, 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
Monte Carlo methods
AM Johansen
International Encyclopedia of Education, 296-303, 2010
The iterated auxiliary particle filter
P Guarniero, AM Johansen, A Lee
Journal of the American Statistical Association 112 (520), 1636-1647, 2017
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
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
Particle methods for maximum likelihood estimation in latent variable models
AM Johansen, A Doucet, M Davy
Statistics and Computing 18, 47-57, 2008
Sequential Monte Carlo samplers for rare events
AM Johansen, PD Moral, A Doucet
Proceedings of the 6th international workshop on rare event simulation, 256-267, 2006
SMCTC: sequential Monte Carlo in C++
AM Johansen
Journal of Statistical Software 30, 1-41, 2009
On the exact and -strong simulation of (jump) diffusions
M Pollock, AM Johansen, GO Roberts
Bernoulli 22 (2), 794-856, 2016
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
Recent developments in auxiliary particle filtering
N Whiteley, AM Johansen
Bayesian Time Series Models, 52-79, 2011
Quantifying the uncertainty in change points
CFH Nam, JAD Aston, AM Johansen
Journal of Time Series Analysis 33 (5), 807--823, 2012
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
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
A simple approach to maximum intractable likelihood estimation
FJ Rubio, AM Johansen
Electronic Journal of Statistics 7, 1632-1654, 2013
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
Monte Carlo filtering of piecewise deterministic processes
N Whiteley, AM Johansen, S Godsill
Journal of Computational and Graphical Statistics 20 (1), 119-139, 2011
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