2016

Shiers, N. L., Aston, John A. D., Smith, J. Q. and Coleman, S. J. (2016) Gaussian tree constraints applied to acoustic linguistic functional data. Journal of Multivariate Analysis . doi:10.1016/j.jmva.2016.09.015 (In Press)

Lindsten, F., Johansen, Adam M., Naesseth, B., Kirkpatrick, T., Schön, J., Aston, John 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. doi:10.1080/10618600.2016.1237363

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. doi:10.1080/10618600.2015.1060885

Shiers, N. L., Zwiernik, Piotr, Aston, John A. D. and Smith, J. Q. (2016) The correlation space of Gaussian latent tree models and model selection without fitting. Biometrika, 103 (3). pp. 531-545.

Coleman, John S. (2016) Data for The correlation space of Gaussian latent tree models and model selection without fitting. [Dataset]

Knight, Chris G. (2016) Data for The correlation space of Gaussian latent tree models and model selection without fitting. [Dataset]

2015

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)

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. doi:10.1007/s10463-014-0450-4

Krašovec, Rok, Belavkin, Roman V., Aston, John A. D., Channon, Alastair, Aston, Elizabeth, Rash, Bharat M., Kadirvel, Manikandan, Forbes, Sarah and Knight, C. G. (Christopher G.) (2014) Mutation rate plasticity in rifampicin resistance depends on Escherichia coli cell–cell interactions. Nature Communications, Volume 5 . Article number 3742. doi:10.1038/ncomms4742

Minas, Giorgos, Aston, John A. D. and Stallard, Nigel (2014) Adaptive multivariate global testing. Journal of the American Statistical Association, Volume 109 (Number 506). doi:10.1080/01621459.2013.870905

2013

Hall, Adam J., Chappell, M. J. (Michael J.), Aston, John A. D. and Ward, Stephen A. (2013) Pharmacokinetic modelling of the anti-malarial drug artesunate and its active metabolite dihydroartemisinin. Computer Methods and Programs in Biomedicine . doi:10.1016/j.cmpb.2013.05.010

Sorrentino, Alberto, Johansen, Adam M., Aston, John A. D., Nichols, Thomas E. and Kendall, W. S. (2013) Dynamic filtering of static dipoles in magnetoencephalography. Annals of Applied Statistics, Volume 7 (Number 2). pp. 955-988. doi:10.1214/12-AOAS611

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. doi:10.1080/02664763.2013.772569

Hindrayanto, Irma, Aston, John A. D., Koopman, Siem Jan and Ooms, Marius (2013) Modelling trigonometric seasonal components for monthly economic time series. Applied Economics, Volume 45 (Number 21). pp. 3024-3034. doi:10.1080/00036846.2012.690937

2012

Aston, John A. D. and Kirch, Claudia (2012) Estimation of the distribution of change-points with appliction to fMRI data. Annals of Applied Statistics, Vol.6 (No.4). pp. 1906-1948. doi:10.1214/12-AOAS565SUPP

Aston, John A. D. and Kirch, Claudia (2012) Evaluating stationarity via change-point alternatives with applications to fMRI data. The Annals of Applied Statistics, Volume 6 (Number 4). pp. 1906-1948. doi:10.1214/12-AOAS565

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. doi:10.1111/j.1467-9892.2011.00777.x

Aston, John A. D. and Kirch, Claudia (2012) Detecting and estimating changes in dependent functional data. Journal of Multivariate Analysis, Vol.109 . pp. 204-220. doi:10.1016/j.jmva.2012.03.006

Aston, John A. D., Peng, Jyh-Ying and Martin, D. E. K. (2012) Implied distributions in multiple change point problems. Statistics and Computing, Vol.22 (No.4). pp. 981-993. doi:10.1007/s11222-011-9268-6

Martina, Donald E. K. and Aston, John A. D. (2012) Distribution of statistics of hidden state sequences through the sum-product algorithm. Methodology and Computing in Applied Probability . doi:10.1007/s11009-012-9289-4

Vavoulis, Dimitrios V., Straub, Volko A., Aston, John A. D. and Feng, Jianfeng (2012) A self-organizing state-space-model approach for parameter estimation in Hodgkin-Huxley-type models of single neurons. PLoS Computational Biology, Vol.8 (No.3). e1002401. doi:10.1371/journal.pcbi.1002401

Aston, John A. D., Buck, Dorothy, Coleman, John, Cotter, Colin J., Jones, Nick S., Macaulay, Vincent, MacLeod, Norman, Moriarty, John M. and Nevins, Andrew (2012) Phylogenetic inference for function-valued traits : speech sound evolution. Trends in Ecology & Evolution, Vol.27 (No.3). pp. 160-166. doi:10.1016/j.tree.2011.10.001

Minas, Giorgos, Rigat, Fabio, Nichols, Thomas E., Aston, John A. D. and Stallard, Nigel (2012) A hybrid procedure for detecting global treatment effects in multivariate clinical trials : theory and applications to fMRI studies. Statistics in Medicine, Vol.31 (No.3). pp. 253-268. doi:10.1002/sim.4395

Zhou, Yan , Johansen, Adam M. and Aston, John A. D. (2012) Bayesian model comparison via path-sampling sequential Monte Carlo. In: Statistical Signal Processing Workshop (SSP), 2012 IEEE, Ann Arbor, MI, 2012 ISBN 9781467301824. doi:10.1109/SSP.2012.6319672

Hadjipantelis, Pantelis-Zenon, Aston, John A. D. and Evans, Jonathan P. (2012) Characterizing fundamental frequency in Mandarin : a functional principal component approach utilizing mixed effect models. The Journal of the Acoustical Society of America, Vol.131 (No.6). 4651-4664 . doi:10.1121/1.4714345

Pigoli, Davide, Aston, John A. D., Dryden, I. L. and Secchi, Piercesare (2012) Distances and inference for covariance functions. Working Paper. Coventry: University of Warwick, Dept. of Statistics. CRiSM reports, Vol.2012 (No.12-14).

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).

Peng, Jyh-Ying and Aston, John A. D. (2011) The state space models toolbox for MATLAB. Journal of Statistical Software, Vol.41 (No.6). pp. 1-26.

Peng, Jyh-Ying, Aston, John A. D. and Liou, Cheng-Yuan (2011) Modeling time series and sequences using Markov chain embedded finite automata. International Journal of Innovative Computing, Information and Control, Volume 7 (Number 1). pp. 407-431.

Aston, John A. D. and Kirch, Claudia (2011) Detecting and estimating epidemic changes in dependent functional data. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2011 (No.7).

2010

Wang, Ren-Her, Aston, John A. D. and Fuh, Cheng-Der (2010) The role of additional information in option pricing: estimation issues for the state space model. Computational Economics, Vol.36 (No.4). pp. 283-307. doi:10.1007/s10614-010-9240-0

Cheng, Philip E., Liou, Michelle and Aston, John A. D. (2010) Likelihood ratio tests with three-way tables. Journal of the American Statistical Association, Vol.105 (No.490). pp. 740-749. doi:10.1198/jasa.2010.tm09061

Aston, John A. D., Chiou, Jeng-Min and Evans, Jonathan (2010) Linguistic pitch analysis using functional principal component mixed effect models. Journal of the Royal Statistical Society Series C: Applied Statistics, Vol.59 (No.2). pp. 297-317. doi:10.1111/j.1467-9876.2009.00689.x

Evans, Jonathan, Chu, Man-ni, Aston, John A. D. and Su, Chao-yu (2010) Linguistic and human effects on F-0 in a tonal dialect of Qiang. Phonetica, Vol.67 (No.1-2). pp. 82-99. doi:10.1159/000319380

Caudron, Q., Lyn-Adams, Ceri Louise, Aston, John A. D., Frenguelli, Bruno G. and Moffat, Kevin G. (2010) Quantitative assessment of ommatidial distortion in Drosophila melanogaster : a tool to investigate genetic interactions. Journal of Neurogenetics, Vol.24 (No.1). p. 87.

2009

Jiang, Ci-Ren, Aston, John A. D. and Wang, Jane-Ling (2009) Smoothing dynamic positron emission tomography time courses using functional principal components. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2009 (No.11).

Lee, Juin-Der, Su, Hong-Ren, Cheng, Philip E., Liou, Michelle, Aston, John A. D., Tsai, Arthur C. and Chen, Cheng-Yu (2009) MR image segmentation using a power transformation approach. IEEE Transactions on Medical Imaging, Vol.28 (No.6). pp. 894-905. doi:10.1109/TMI.2009.2012896

Liou, Michelle, Su, Hong-Ren, Savostyanov, Alexander N., Lee, Juin-Der, Aston, John A. D., Chuang, Cheng-Hung and Cheng, Philip E. (2009) Beyond p-values: averaged and reproducible evidence in fMRI experiments. Psychophysiology, Vol.46 (No.2). pp. 367-378. doi:10.1111/j.1469-8986.2008.00780.x

2008

Aston, John A. D., Brown, E. N. (Emery N.), Loh, Wei Liem, Worsley, Keith J. and Wu, Yingnian (2008) At the interface of statistics and brain science. Statistica Sinica, Volume 18 (Number 4). pp. 1201-1202.

Peng, Jyh-Ying, Aston, John A. D., Gunn, Roger N., Liou, Cheng-Yuan and Ashburner, John (2008) Dynamic positron emission tomography data-driven analysis using sparse Bayesian learning. IEEE Transactions on Medical Imaging, Vol.27 (No.9). pp. 1356-1369. doi:10.1109/TMI.2008.922185

Martina, Donald E. K. and Aston, John A. D. (2008) Waiting time distribution of generalized later patterns. Computational Statistics & Data Analysis, Volume 52 (Number 11). pp. 4879-4890. doi:10.1016/j.csda.2008.04.019

Cheng, Philip E., Liou, Michelle, Aston, John A. D. and Tsai, Arthur C. (2008) Information identities and testing hypotheses : power analysis for contingency tables. Statistica Sinica, Vol.18 (No.2). pp. 535-558.