2017

Thorpe, Matthew and Johansen, Adam M.. (2017) Pointwise convergence in probability of general smoothing splines. Annals of the Institute of Statistical Mathematics . ISSN 0020-3157 (In Press)

2016

Thorpe, Matthew and Johansen, Adam M.. (2016) Convergence and rates for fixed-interval multiple-track smoothing using k-means type optimization. Electronic Journal of Statistics, 10 (2). pp. 3693-3722. ISSN 1935-7524

Lindsten, F., Johansen, Adam M., Naesseth, B., Kirkpatrick, T., Schön, J., Aston, J. A. D. and Bouchard-Côté, A.. (2016) Divide-and-conquer with sequential Monte Carlo. Journal of Computational and Graphical Statistics, 26 (2). pp. 445-458. ISSN 1061-8600

Pieralberto, Guarniero, Johansen, Adam M. and Lee, Anthony. (2016) The iterated auxiliary particle filter. Journal of the American Statistical Association . ISSN 0162-1459 (In Press)

Zhou, Yan , Johansen, Adam M. and Aston, John A. D.. (2016) Towards automatic model comparison : an adaptive sequential Monte Carlo approach. Journal of Computational and Graphical Statistics, 25 (3). pp. 701-726. ISSN 1061-8600

Everitt, R. G., Johansen, Adam M., Rowing, E. and Evdemon-Hogan, M.. (2016) Bayesian model comparison with un-normalised likelihood. Statistics and Computing . ISSN 0960-3174 (In Press)

2015

Thorpe, Matthew, Theil, Florian, Johansen, Adam M. and Cade, Neil. (2015) Convergence of the k-means minimization problem using Γ-convergence. SIAM Journal on Applied Mathematics, 75 (6). pp. 2444-2474. ISSN 0036-1399

Pollock, Murray, Johansen, Adam M. and Roberts, Gareth O.. (2015) On the exact and ε-strong simulation of (jump) diffusions. Bernoulli, 22 (2). pp. 794-856. ISSN 1350-7265

Barry, Nicolas P. E., Pitto-Barry, Anaïs, Tran, Johanna, Spencer, Simon E. F., Johansen, Adam M., Sanchez, Ana M., Dove, Andrew P., O’Reilly, Rachel K., Deeth, Robert J., Beanland, Richard and Sadler, P. J.. (2015) Osmium atoms and Os2 molecules move faster on selenium-doped compared to sulfur-doped boronic graphenic surfaces. Chemistry of Materials, 27 (14). pp. 5100-5105. ISSN 0897-4756

Aston, John A. D. and Johansen, Adam M. (2015) Bayesian inference on the brain : Bayesian solutions to selected problems in neuroimaging. In: Upadhyay, Satyanshu K. and Singh, Umesh and Dey, Dipak K. and Loganathan, Appaia , (eds.) Current Trends in Bayesian Methodology with Applications. CRC Press. ISBN 9781482235111 (In Press)

Johansen, Adam M. (2015) On block, tempering and particle MCMC for systems identification. In: 17th IFAC Symposium on System Identification, Beijing, China, 19-21 Oct 2015. Published in: Proceedings of 17th IFAC Symposium on System Identification (In Press)

2014

Nam, Christopher F. H., Aston, John A. D. and Johansen, Adam M.. (2014) Parallel sequential Monte Carlo samplers and estimation of the number of states in a Hidden Markov Model. Annals of the Institute of Statistical Mathematics, Volume 66 (Number 3). pp. 553-575. ISSN 0020-3157

Finke, Axel, Johansen, Adam M. and Spanò, Dario. (2014) Static-parameter estimation in piecewise deterministic processes using particle Gibbs samplers. Annals of the Institute of Statistical Mathematics, Volume 66 (Number 3). pp. 577-609. ISSN 0020-3157

2013

Rubio, Francisco J. and Johansen, Adam M.. (2013) A simple approach to maximum intractable likelihood estimation. Electronic Journal of Statistics, Volume 7 . pp. 1632-1654. ISSN 1935-7524

Sorrentino, Alberto, Johansen, Adam M., Aston, John A. D., Nichols, Thomas E. and Kendall, Wilfrid S.. (2013) Dynamic filtering of static dipoles in magnetoencephalography. Annals of Applied Statistics, Volume 7 (Number 2). pp. 955-988. ISSN 1932-6157

Zhou, Yan, Aston, John A. D. and Johansen, Adam M.. (2013) Bayesian model comparison for compartmental models with applications in positron emission tomography. Journal of Applied Statistics, Volume 40 (Number 5). pp. 993-1016. ISSN 0266-4763

2012

Nam, Christopher F. H., Aston, John A. D. and Johansen, Adam M.. (2012) Quantifying the uncertainty in change points. Journal of Time Series Analysis, Volume 33 (Number 5). pp. 807-823. ISSN 0143-9782

Zhou, Yan , Johansen, Adam M. and Aston, J. A. D. (2012) Bayesian model comparison via path-sampling sequential Monte Carlo. In: Statistical Signal Processing Workshop (SSP), 2012 IEEE, Ann Arbor, MI, 2012

Johansen, Adam M., Whiteley, Nick and Doucet, Arnaud (2012) Exact approximation of Rao-Blackwellised particle filters. In: 16th IFAC Symposium on System Identification, SYSID 2012, Brussels, Belgium, 11-13 July 2012. Published in: System Identification, Vol.16 (No.1). pp. 488-493.

2011

Nam, Christopher F. H., Aston, John A. D. and Johansen, Adam M. (2011) Quantifying the uncertainty in change points. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Volume 2011 (Number 19).

Whiteley, Nick, Johansen, Adam M. and Godsill, Simon J.. (2011) Monte Carlo filtering of piecewise deterministic processes. Journal of Computational and Graphical Statistics, Vol.20 (No.1). pp. 119-139. ISSN 1537-2715

Whiteley, Nick and Johansen, Adam M. (2011) Auxiliary particle filtering : recent developments. In: Barber, David and Cemgil, A. Taylan and Chiappa, Silvia , (eds.) Bayesian time series models. Cambridge: Cambridge University Press. ISBN 9780521196765

Didelot, Xavier, Everitt, Richard G., Johansen, Adam M. and Lawson, Daniel J.. (2011) Likelihood-free estimation of model evidence. Bayesian Analysis, Vol.6 (No.1). pp. 49-76. ISSN 1931-6690

Doucet, Arnaud and Johansen, Adam M. (2011) A tutorial on particle filtering and smoothing : fiteen years later. In: Crisan, Dan and Rozovskii, Boris , (eds.) The Oxford handbook of nonlinear filtering. Oxford handbooks in mathematics . Oxford ; N.Y. : Oxford University Press, pp. 656-705. ISBN 9780199532902

2010

Doucet, Arnaud, Johansen, Adam M. and Tadić, Vladislav B.. (2010) On solving integral equations using Markov chain Monte Carlo methods. Applied Mathematics and Computation, Vol.216 (No.10). pp. 2869-2880. ISSN 0096-3003

Didelot, Xavier, Everitt, Richard G., Johansen, Adam M. and Lawson, Daniel J. (2010) Likelihood-free estimation of model evidence. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2010 (No.12).

Johansen, Adam M. (2010) Markov chain Monte Carlo. In: Baker, Eva L. and Peterson, Penelope L. and McGraw, Barry, (eds.) International Encyclopedia of Education (Third Edition). Burlington : Elsevier Science, pp. 245-252. ISBN 9780080448947

Johansen, Adam M. (2010) Monte Carlo methods. In: Baker, Eva L. and Peterson , Penelope L. and McGraw, Barry, (eds.) International Encyclopedia of Education (Third Edition). Burlington : Elsevier Science, pp. 296-303. ISBN 9780080448947

2009

Johansen, Adam M.. (2009) SMCTC : sequential Monte Carlo in C++. Journal of Statistical Software, Vol.30 (No.6). pp. 1-41. ISSN 1548-7660

Johansen, Adam M. (2009) Markov chains. In: Wah, Benjamin W., (ed.) Wiley encyclopedia of computer science and engineering. Hoboken, N.J.: Wiley, pp. 1800-1808. ISBN 9780470050156

2008

Johansen, Adam M. and Doucet, Arnaud. (2008) A note on auxiliary particle filters. Statistics & Probability Letters, Vol.78 (No.12). pp. 1498-1504. ISSN 01677152

Johansen, Adam M., Doucet, Arnaud and Davy, Manuel. (2008) Particle methods for maximum likelihood estimation in latent variable models. Statistics and Computing, Vol.18 (No.1). pp. 47-57. ISSN 0960-3174

Johansen, Adam M. and Whiteley, Nick (2008) A modern perspective on auxiliary particle filters. In: Inference and Estimation in Probabilistic Time-Series Models , Isaac Newton Institute for Mathematical Sciences, Cambridge, UK , 18-20 Jun 2008. Published in: Proceedings of the Workshop Inference and Estimation in Probabilistic Time-Series Models pp. 28-36.

2007

Whiteley, Nick, Johansen, Adam M. and Godsill, Simon J. (2007) Efficient Monte Carlo filtering for discretely observed jumping processes. In: Workshop on Statistical Signal Processing (14th), Madison, Wis., 2007 Aug. 26-29 pp. 89-93.

Peters, Gareth W., Johansen, Adam M. and Doucet, Arnaud. (2007) Simulation of the annual loss distribution in operational risk via Panjer recursions and Volterra integral equations for value-at-risk and expected shortfall estimation. Journal of Operational Risk, Vol.2 (No.3). pp. 29-58. ISSN 1755-2710

James, J. R., White, S. S., Clarke, R. W., Johansen, Adam M., Dunne, P. D., Sleep, D. L., Fitzgerald, W. J., Davis, S. J. and Klenerman, D.. (2007) Single-molecule level analysis of the subunit composition of the T cell receptor on live T cells. Proceedings of the National Academy of Sciences, Vol.104 (No.45). pp. 17662-17667. ISSN 0027-8424

2006

Johansen, Adam M., Singh, Sumeetpal S. (Sumeetpal Sidhu), Doucet, Arnaud and Vo, Ba-Ngu. (2006) Convergence of the SMC implementation of the PHD filter. Methodology and Computing in Applied Probability, Vol.8 (No.2). pp. 265-291. ISSN 1387-5841

Johansen, Adam M., Doucet, Arnaud and Davy, Manuel (2006) Maximum likelihood parameter estimation for latent variable models using sequential Monte Carlo. In: IEEE International Conference on Acoustics, Speech and Signal Processing, Toulouse , 2006 May 14-19

Johansen, Adam M., Moral, Pierre Del and Doucet, Arnaud (2006) Sequential Monte Carlo samplers for rare events. In: 6th International Workshop on Rare Event Simulation (RESIM 2006), Bamberg, Germany , 9-10 Oct 2006. Published in: Proceedings of the 6th International Workshop on Rare Event Simulation pp. 256-267.

2005

Smith, Jodie, Onley, David, Garey, Caroline, Crowther, Stuart, Cahir, Nicholas, Johansen, Adam M., Painter, Sianie, Harradence, Grant, Davis, Ricardo and Swarbrick, Peter. (2005) Determination of ANA specificity using the UltraPlex™ platform. Annals of the New York Academy of Sciences, Vol.1050 (No.1). pp. 286-294. ISSN 0077-8923

2003

Edgcombe, Christopher J. and Johansen, Adam M.. (2003) Current-voltage characteristics of nonplanar cold field emitters. Journal of Vacuum Science and Technology. Part B. Nanotechnology & Microelectronics, Vol.21 (No.4). pp. 1519-1523. ISSN 2166-2746