2016

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

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. ISSN 0006-3444

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. ISSN 0020-3157

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. ISSN 2041-1723

Minas, Giorgos, Aston, John A. D. and Stallard, Nigel. (2014) Adaptive multivariate global testing. Journal of the American Statistical Association, Volume 109 (Number 506). ISSN 0162-1459

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 . ISSN 0169-2607

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

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. ISSN 0003-6846

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. ISSN 1932-6157

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. ISSN 1932-6157

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

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. ISSN 0047259X

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. ISSN 0960-3174

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 . ISSN 1387-5841

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. ISSN 1553-7358

The Functional Phylogenies Group (Including: 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. ISSN 0169-5347

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. ISSN 0277-6715

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 . ISSN 0001-4966

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. ISSN 1548-7660

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. ISSN 1349-4198

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. ISSN 0927-7099

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. ISSN 0162-1459

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. ISSN 0035-9254

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. ISSN 0031-8388

Caudron, Q., Lyn-Adams, Ceri Louise, Aston, John A. D., Frengulli, Bruno 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. ISSN 0167-7063

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. ISSN 0278-0062

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. ISSN 0048-5772

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. ISSN 1017-0405

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. ISSN 0278-0062

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. ISSN 0167-9473

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. ISSN 1017-0405