Skip to main content

Statistics Publications

Our statistics researchers have written and contributed to a wealth of publications over the years. Find out more below.

View publications listed by year

2018
  • Oyebamiji OK, Wilkinson DJ, Pahala-Gedara J, Rushton SP, Li B, Bridgens B, Zuliani P. A Bayesian approach to modelling the impact of hydrodynamic shear stress on biofilm deformation. PLOS ONE 2018, 13(4), e0195484.
  • Henderson DA, Kirrane LJ. A comparison of truncated and time-weighted Plackett-Luce models for probabilistic forecasting of Formula One results. Bayesian Analysis 2018, 13(2), 335-358.
  • Lee C, Garbett A, Wilkinson DJ. A network epidemic model for online community commissioning data. Statistics and Computing 2018, 28(4), 891-904.
  • Prangle D, Everitt RG, Kypraios T. A rare event approach to high-dimensional approximate Bayesian computation.Statistics and Computing 2018, 28(4), 819-834.
  • Addison M, McGovern R, Angus C, Becker F, Brennan A, Brown H, Coulton S, Crowe L, Gilvarry E, Hickman M, Howel D, McColl E, Muirhead C, Newbury-Birch D, Waqas M, Kaner E. Alcohol screening and brief intervention in police Custody suites: Pilot cluster randomized controlled Trial (AcCePT). Alcohol and Alcoholism 2018, agy039.
  • Manios Y, Moschonis G, Lambrinou CP, Mavrogianni C, Tsirigoti L, Hoeller U, Roos FF, Bendik I, Eggersdorfer M, Celis-Morales C, Livingstone KM, Marsaux CFM, Macready AL, Fallaize R, O'Donovan CB, Woolhead C, Forster H, Walsh MC, Navas-Carretero S, San-Cristobal R, Kolossa S, Hallmann J, Jarosz M, Surwillo A, Traczyk I, Drevon CA, van Ommen B, Grimaldi K, Matthews JNS, Daniel H, Martinez JA, Lovegrove JA, Gibney ER, Brennan L, Saris WHM, Gibney M, Mathers JC. Associations of vitamin D status with dietary intakes and physical activity levels among adults from seven European countries: the Food4Me study. European Journal of Nutrition 2018, 57(4), 1357-1368.
  • Boys RJ, Ainsworth HF, Gillespie CS. Bayesian inference for a partially observed birth-death process using data on proportions. Australian and New Zealand Journal of Statistics 2018, 60(2), 157-173.
  • Ryder T, Golightly A, McGough AS, Prangle D. Black-box Variational Inference for Stochastic Differential Equations. In: 35th International Conference on Machine Learning (ICML 2018). 2018, Stockholm, Sweden. In Press.
  • Wilson KJ, Farrow M. Combining judgements from correlated experts. In: Luis C. Dias, Alec Morton, John Quigley, ed. Elicitation. New York: Springer, 2018, pp.211-240.
  • Li W, Fearnhead P. Convergence of regression-adjusted approximate Bayesian computation. Biometrika 2018, Epub ahead of print.
  • Wilson ED, Clairon Q, Henderson R, Taylor CJ. Dealing with observational data in control. Annual Reviews in Control 2018, Epub ahead of print.
    Mitchell AL, Scheremetjew M, Denise H, Potter S, Tarkowska A, Qureshi M, Salazar GA, Pesseat S, Boland MA, Hunter FMI, Ten Hoopen P, Alako B, Amid C, Wilkinson DJ, Curtis TP, Cochrane G, Finn RD. EBI Metagenomics in 2017: Enriching the analysis of microbial communities, from sequence reads to assemblies. Nucleic Acids Research 2018, 46(D1), D726-D735.
  • Rodrigues PC, Porcu E. Editorial. Journal of Statistical Computation and Simulation 2018, 88(10), 1847-1849.
  • Arafat A, Porcu E, Bevilacqua M, Mateu J. Equivalence and orthogonality of Gaussian measures on spheres. Journal of Multivariate Analysis 2018, 167, 306-318.
  • Ferreira G, Pina N, Porcu E. Estimation of slowly time-varying trend function in long memory regression models. Journal of Statistical Computation and Simulation 2018, 88(10), 1903-1920.
  • Coeurjolly J-F, Porcu E. Fast and Exact Simulation of Complex-Valued Stationary Gaussian Processes Through Embedding Circulant Matrix. Journal of Computational and Graphical Statistics 2018, 27(2), 278-290.
  • Heslehurst N, Rankin J, McParlin C, Sniehotta FF, Howel D, Rice S, McColl E. GestationaL Obesity Weight management: Implementation of National Guidelines (GLOWING): A pilot cluster randomised controlled trial of a guideline implementation intervention for the management of maternal obesity by midwives. Pilot and Feasibility Studies 2018, (4), 47.
  • Cao C, Chen M, Wang Y, Shi JQ. Heteroscedastic replicated measurement error models under asymmetric heavy-tailed distributions. Computational Statistics 2018, 33(1), 319-338.
  • Shi JQ. How do statisticians analyse big data - Our story. Statistics and Probability Letters 2018, Epub ahead of print.
  • Herron C, Coleman SY. How to determine the number of rapid chargers for a given volume of electric vehicles. Focus2018. In Press.
  • Ahlemeyer-Stubbe A, Coleman SY. Monetising Data: How to Uplift Your Business. John Wiley and Sons Ltd, 2018.
  • Wilson ED, Clairon Q, Taylor CJ. Non-minimal state-space polynomial form of the Kalman filter for a general noise model.Electronics Letters 2018, 54(4), 204-206.
  • Li W, Fearnhead P. On the asymptotic efficiency of approximate Bayesian computation estimators. Biometrika 2018, Epub ahead of print.
  • Boys RJ, Phillipson PM. On the ranking of Test match batsmen. Journal of the Royal Statistical Society, Series C 2018. In Press.
  • Clairon Q, Brunel NJ-B. Optimal Control and Additive Perturbations Help in Estimating Ill-Posed and Uncertain Dynamical Systems. Journal of the American Statistical Association 2018, 1-15.
  • Garba MK, Nye TMW, Boys RJ. Probabilistic Distances Between Trees. Systematic Biology 2018, 67(2), 320-327.
  • Rodrigues GS, Prangle D, Sisson SA. Recalibration: A post-processing method for approximate Bayesian computation.Computational Statistics and Data Analysis 2018, 126, 53-66.
  • Clarke de La Cerda J, Alegria A, Porcu E. Regularity properties and simulations of Gaussian random fields on the sphere cross time. Electronic Journal of Statistics 2018, 12(1), 399-426.
  • Khanna A, Jopson L, Howel D, Bryant A, Blamire A, Newton JL, Jones DE. Rituximab is Ineffective for Treatment of Fatigue in Primary Biliary Cholangitis: A Phase-2 Randomised Controlled Trial. Hepatology 2018, Epub ahead of print.
  • Wilson ED, Clairon Q, Henderson R, Taylor CJ. Robustness evaluation and robust design for proportional-integral-plus control. International Journal of Control 2018, Epub ahead of print.
  • Berg C, Peron AP, Porcu E. Schoenberg's theorem for real and complex Hilbert spheres revisited. Journal of Approximation Theory 2018, 228, 58-78.
  • Ferreira G, Mateu J, Porcu E. Spatio-temporal analysis with short- and long-memory dependence: a state-space approach. TEST 2018, 27(1), 221-245.
  • Wilson KJ. Specification of Informative Prior Distributions for Multinomial Models Using Vine Copulas. Bayesian Analysis2018, 13(3), 749-766.
  • Goodwin J, Lecouturier J, Basu A, Colver A, Crombie S, Smith J, Howel D, McColl E, Parr JR, Kolehmainen N, Roberts A, Miller K, Cadwgan J. Standing Frames as Postural Management for Children with Cerebral Palsy: A Mixed Methods Feasibility Study. Health Technology Assessment 2018. In Press.
  • Guella JC, Menegatto VA, Porcu E. Strictly positive definite multivariate covariance functions on spheres. Journal of Multivariate Analysis 2018, 166, 150-159.
  • Jennings DJ, Boys RJ, Gammell MP. Suffering third-party intervention during fighting is associated with reduced mating success in the fallow deer. Animal Behaviour 2018, 139, 1-8.
  • van der Vaart E, Prangle D, Sibly R. Taking Error Into Account When Fitting Models Using Approximate Bayesian Computation. Ecological Applications 2018, epub ahead of print.
  • Cherlin S, Heaps SE, Nye TMW, Boys RJ, Williams TA, Embley TM. The effect of nonreversibility on inferring rooted phylogenies. Molecular Biology and Evolution 2018, 35(4), 984-1002.
  • Makarenko I, Shukurov A, Henderson R, Rodrigues LFS, Bushby P, Fletcher A. Topological signatures of interstellar magnetic fields - I. Betti numbers and persistence diagrams. Monthly Notices of the Royal Astronomical Society 2018, 475(2), 1843–1858.
  • Goodwin J, Lecouturier J, Crombie S, Smith J, Basu A, Colver A, Kolehmainen N, Parr JR, Howel D, McColl E, Roberts A, Miller K, Cadwgan J. Understanding frames: A qualitative study of young people's experiences of using standing frames as part of postural management for cerebral palsy. Child Care, Health and Development 2018, 44(2), 203-211.
  • Goodwin J, Colver A, Basu A, Crombie S, Howel D, Parr JR, McColl E, Kolehmainen N, Roberts A, Lecouturier J, Smith J, Miller K, Cadwgan J. Understanding frames: A UK survey of parents and professionals regarding the use of standing frames for children with cerebral palsy. Child: Care, Health & Development 2018, 44(2), 195-202.
  • Pritchett R, Coleman S, Campbell J, Pabary S. Understanding our patient base: An introduction to data analytics in dental practice. Dental Update 2018, 45(3), 236-246.
  • Yabsley W, Coleman SY. Using data analytics for business decisions in the UK energy sector: a case study integrating gas demand with weather data. International Journal of Oil, Gas and Coal Technology 2018. In Press.
2017
  • Jayathilake PG, Gupta P, Li B, Madsen C, Oyebamiji O, Gonzalez-Cabaleiro R, Rushton S, Bridgens B, Swailes D, Allen B, McGough AS, Zuliani P, Ofiteru ID, Wilkinson DJ, Chen J, Curtis TP. A mechanistic individual-based model of microbial communities. PLoS One 2017, 12(8), e0181965.
  • Kypraios T, Neal P, Prangle D. A tutorial introduction to Bayesian inference for stochastic epidemic models using Approximate Bayesian Computation. Mathematical Biosciences 2017, 287, 42-53.
  • Drovandi CC, Moores MT, Boys RJ. Accelerating pseudo-marginal MCMC using Gaussian processes. Computational Statistics & Data Analysis 2017, 118, 1-17.
  • Prangle D. Adapting the ABC distance function. Bayesian Analysis 2017, 12(1), 289-309.
  • Clairon Q, Wilson ED, Henderson R, Taylor CJ. Adaptive Biomedical Treatment and Robust Control. IFAC-PapersOnLine2017, 50(1), 12191-12196.
  • Barca E, Porcu E, Bruno D, Passarella G. An automated decision support system for aided assessment of variogram models. Environmental Modelling & Software 2017, 87, 72-83.
  • Wilson KJ. An investigation of dependence in expert judgement studies with multiple experts. International Journal of Forecasting 2017, 33(1), 325–336.
  • Alegria A, Porcu E, Furrer R. Asymmetric matrix-valued covariances for multivariate random fields on spheres. Journal of Statistical Computation and Simulation 2017, epub ahead of print.
  • Wilson KJ, Farrow M. Bayes linear kinematics in a dynamic survival model. International Journal of Approximate Reasoning2017, 80, 239-256.
  • Zaman I, Pazouki K, Norman R, Younessi S, Coleman S. Challenges and Opportunities of Big Data Analytics for Upcoming Regulations and Future Transformation of the Shipping Industry. Procedia Engineering 2017, 194, 537-544.
  • Law J, Wilkinson DJ. Composable Models for Online Bayesian Analysis of Streaming Data. Statistics and Computing 2017, ePub ahead of print.
  • Cuevas F, Porcu E, Bevilacqua M. Contours and dimple for the Gneiting class of space-time correlation functions.Biometrika 2017, 104(4), 995-1001.
  • Oates CJ, Girolami M, Chopin N. Control functionals for Monte Carlo integration. Journal of the Royal Statistical Society, Series B 2017, 79(3), 695-718.
  • Matthews JNS, Badi NH. Correction to: Inconsistent treatment estimates from mis-specified logistic regression analyses of randomized trials. Statistics in Medicine 2017, 36(27), 4418-4418.
  • Foster E, Hawkins A, Barton KL, Stamp E, Matthews JNS, Adamson AJ. Development of food photographs for use with children aged 18 months to 16 years: comparison against weighed food diaries - The Young Person's Food Atlas (UK).PLoS ONE 2017, 12(2), e0169084.
  • Golightly A, Kypraios K. Efficient SMC2 schemes for stochastic kinetic models. Statistics and Computing 2017, epub ahead of print.
  • Wilson KJ, Henderson DA, Quigley J. Emulation of utility functions over a set of permutations: sequencing reliability growth tasks. Technometrics 2017, Epub ahead of print.
  • Alegría A, Caro S, Bevilacqua M, Porcu E, Clarke J. Estimating covariance functions of multivariate skew-Gaussian random fields on the sphere. Spatial Statistics 2017, 22(2), 388-402.
  • Gillespie CS. Estimating the number of casualties in the American Indian war: a Bayesian analysis using the power law distribution. Annals of Applied Statistics 2017, 11(4), 2357-2374.
  • Wang Z, Shi JQ, Lee Y. Extended t-process regression models. Journal of Statistical Planning and Inference 2017, 189, 38-60.
  • Berg C, Porcu E. From Schoenberg Coefficients to Schoenberg Functions. Constructive Approximation 2017, 45(2), 217–241.
  • Morris R, Lord S, Lawson RA, Coleman S, Galna B, Duncan GW, Khoo TK, Yarnall AJ, Burn DJ, Rochester L. Gait Rather Than Cognition Predicts Decline in Specific Cognitive Domains in Early Parkinson’s Disease. Journal of Gerontology Series A2017, (ePub ahead of Print).
  • Oyebamiji OK, Wilkinson DJ, Jayathilake PG, Curtis TP, Rushton SP, Li B, Gupta P. Gaussian process emulation of an individual-based model simulation of microbial communities. Journal of Computational Science 2017, 22, 69-84.
  • Sim M, Koirala S, Picton D, Strahl H, Hoskissin PA, Rao CV, Gillespie CS, Aldridge PD. Growth rate control of flagellar assembly in Escherichai coli strain RP437. Scientific Reports 2017, 7, 41189.
  • Lord S, Galna B, Yarnall AJ, Coleman S, Burn D, Rochester L. Have we been overestimating fall rates in Parkinson's disease?. Movement Disorders 2017, 32(5), 803-804.
    Kasza J, Hemming K, Hooper R, Matthews JNS, Forbes A. Impact of non-uniform correlation structure on sample size and power in multiple-period cluster randomised trials. Statistical Methods in Medical Research 2017, Epub ahead of print.
  • Whitaker GA, Golightly A, Boys RJ, Sherlock C. Improved bridge constructs for stochastic differential equations. Statistics and Computing 2017, 27(4), 885-900.
  • Jennings DJ, Boys RJ, Gammell MP. Investigating variation in third-party intervention behaviour during a fallow deer (Dama dama) rut. Behavioural Ecology 2017, 28(1), 288-293.
  • Friel N, McKeone JP, Oates CJ, Pettitt AN. Investigation of the Widely Applicable Bayesian Information Criteria. Statistics and Computing 2017, 27(3), 833-844.
  • Cao C, Wang Y, Shi JQ, Lin J. Measurement Error Models for Replicated Data Under Asymmetric Heavy-Tailed Distributions. Computational Economics 2017, Epub ahead of print.
  • Asendorf T, Henderson R, Schmidli H, Friede T. Modelling and sample size reestimation for longitudinal count data with incomplete follow-up. Statistical Methods in Medical Research 2017, epub ahead of print.
  • Alonso-Malaver CE, Porcu E, Henao RG. Multivariate versions of dimension walks and Schoenberg measures. Brazilian Journal of Probability and Statistics 2017, 31(1), 144-159.
  • Lord S, Galna B, Yarnall AJ, Morris R, Coleman S, Burn D, Rochester L. Natural history of falls in an incident cohort of Parkinson’s disease: early evolution, risk and protective features. Journal of Neurology 2017, ePub ahead of print.
  • Briol FX, Oates CJ, Cockayne J, Chen WY, Girolami M. On the Sampling Problem for Kernel Quadrature. In: 34th International Conference on Machine Learning (ICML). 2017, Sydney, Australia.
  • Berg C, Peron AP, Porcu E. Orthogonal expansions related to compact Gelfand pairs. Expositiones Mathematicae 2017, epub ahead of print.
  • Forsyth R, Young D, Kelly G, Davis K, Dunford C, Golightly A, Marshall L, Wales L. Paediatric Rehabilitation Ingredients Measure: a new tool for identifying paediatric neurorehabilitation content. Developmental Medicine and Child Neurology2017, Epub ahead of print.
  • Massa E, Peron AP, Porcu E. Positive definite functions on complex spheres and their walks through dimensions.Symmetry, Integrability and Geometry: Methods and Applications (SIGMA) 2017, 13, 088.
  • Nye TMW, Tang X, Weyenberg G, Yoshida R. Principal Component Analysis and the Locus of the Fréchet Mean in the Space of Phylogenetic Trees. Biometrika 2017, 104(4), 901-922.
  • Oates CJ, Niederer S, Lee A, Briol F-X, Girolami M. Probabilistic Models for Integration Error in Assessment of Functional Cardiac Models. In: Advances in Neural Information Processing Systems (NIPS). 2017, Long Beach, CA, USA.
  • Andreasson ASI, Karamanou DM, Gillespie CS, Özalp F, Butt T, Hill P, Jiwa K, RWalden H, Green NJ, Borthwick LA, Clark SC, Pauli H, Gould KF, Corris PA, Ali S, Dark JH, Fisher AJ. Profiling inflammation and tissue injury markers in perfusate and bronchoalveolar lavage fluid during human ex vivo lung perfusion. European Journal of Cardio-thoracic Surgery 2017, 51(3), 577-586.
  • Coeurjolly JF, Porcu E. Properties and Hurst exponent estimation of the circularly-symmetric fractional Brownian motion.Statistics & Probability Letters 2017, 128, 21-27.
  • Oates CJ, Kasza J, Simpson JA, Forbes AB. Repair of Partly Misspecified Causal Diagrams. Epidemiology 2017, (ePub ahead of Print).
  • Rodgers H, Shaw L, Bosomworth H, Aird L, Alvarado N, Andole S, Cohen DL, Dawson J, Eyre J, Finch T, Ford GA, Hislop J, Hogg S, Howel D, Hughes N, Krebs HI, Price C, Rochester L, Stamp E, Ternent L, Turner D, Vale L, Warburton E, van Wijck F, Wilkes S. Robot Assisted Training for the Upper Limb after Stroke (RATULS): study protocol for a randomised controlled trial. Trials 2017, 18(1), 340.
  • Cao C, Shi JQ, Lee Y. Robust functional regression model for population-average and subject-specific inferences.Statistical Methods in Medical Research 2017, epub ahead of print.
  • Kim W-S, Zeng P, Shi JQ, Lee Y, Paik N-J. Semi-automatic tracking, smoothing and segmentation of hyoid bone motion from videofluoroscopic swallowing study. PLoS ONE 2017, 12(11), e0188684.
  • Yin P, Shi JQ. Simulation-based sensitivity analysis for non-ignorably missing data. Statistical Methods in Medical Research 2017, epub ahead of print.
  • Matthews JNS, Forbes AB. Stepped wedge designs: insights from a design of experiments perspective. Statistics in Medicine 2017, 36(24), 3772-3790.
  • Prangle D. Summary statistics in Approximate Bayesian Computation. In: Sisson S; Fan Y; Beaumont M, ed. Handbook of Approximate Bayesian Computation. London: Chapman and Hall/CRC, 2017. In Press.
  • Alderson H, McGovern R, Brown R, Howel D, Becker F, Carr L, Copello A, Fouweather T, Kaner E, McArdle P, McColl E, Shucksmith J, Steele A, Vale L, Lingam R. Supporting Looked After Children and Care Leavers In Decreasing Drugs, and alcohol (SOLID): Protocol for a pilot feasibility randomised controlled trial of interventions to decrease risky substance use (drugs and alcohol) and improve mental health of Looked After Children and Care Leavers aged 12 -20 years. Pilot and Feasibility Studies 2017, 3, 25.
  • Holstein EM, Ngo G, Lawless C, Banks P, Greetham M, Wilkinson D, Lydall D. Systematic Analysis of the DNA Damage Response Network in Telomere Defective Budding Yeast. G3: Genes, Genomes, Genetics 2017, 7(7), 2375-2389.
  • Fawcett L. The CASE Project: Evaluation of Case-Based Approaches to Learning and Teaching in Statistics Service Courses. Journal of Statistics Education 2017, 25(2), 79-89.
  • Alegria A, Porcu E. The dimple problem related to space–time modelling under the Lagrangian framework. Journal of Multivariate Analysis 2017, 162, 110-121.
  • Coleman SY, Kenett RS. The Information Quality Framework for Evaluating Data Science Programs. In: Encyclopedia with semantic computing and robotic intelligence. World Scientific Publishing Company, 2017, pp.1730001.
  • Andreasson ASI, Borthwick LA, Gillespie C, Jiwa K, Scott J, Henderson P, Mayes J, Romano R, Roman M, Ali S, Fildes JE, Marczin N, Dark JH, Fisher AJ, on behalf of the DEVELOP-UK Investigators. The role of interleukin-1β as a predictive biomarker and potential therapeutic target during clinical ex vivo lung perfusion. Journal of Heart and Lung Transplantation 2017, 36(9), 985-995.
  • Jennings DJ, Boys RJ, Gammell MP. Weapon damage is associated with contest dynamics but not mating success in fallow deer (Dama dama). Biology Letters 2017, 13(11), 1-4.
2016
  • Borthwick LA, Suwara MI, Carnell SC, Green NJ, Mahida R, Dixon D, Gillespie CS, Cartwright TN, Horabin J, Walker A, Olin E, Rangar M, Gardner A, Mann J, Corris PA, Mann DA, Fisher AJ. Pseudomonas aeruginosa induced Airway Epithelial Injury Drives Fibroblast Activation: A Mechanism in Chronic Lung Allograft Dysfunction. American Journal of Transplantation2016, 16(6), 1751-1765.
  • Howard-Tripp N, Tarn J, Gillespie C, Lendrem D, Griffiths B, Bowman S, Ng WF, United Kingdom Primary Sjögren's Syndrome Registry. A Cytokine-Mediated Biological Basis for Fatigue in Primary Sjögren’s Syndrome. In: Rheumatology 2016. 2016, Glasgow: Oxford University Press.
  • Bourotte M, Allard D, Porcu E. A flexible class of non-separable cross-covariance functions for multivariate space–time data. Spatial Statistics 2016, 18(Part A), 125-146.
  • Sherlock C, Golightly A, Henderson DA. Adaptive, delayed-acceptance MCMC for targets with expensive likelihoods.Journal of Computational and Graphical Statistics 2016, (Accepted author version ahead of print).
  • Wilson KJ, Quigley J. Allocation of tasks for reliability growth using multi-attribute utility. European Journal of Operational Research 2016, 255(1), 259-271.
  • Allard D, Senoussi R, Porcu E. Anisotropy Models for Spatial Data. Mathematical Geosciences 2016, 48(3), 305-328.
  • Matthews JNS. Anticoagulation in Haemodialysis in Children: A Thirty-Period Crossover Trial. In: Aston, PJ; Mulholland, AJ; Tant, KMM, ed. UK Success Stories in Industrial Mathematics. Cham: Springer, 2016, pp.243-249.
  • Yarnall AJ, Lashley T, Ling H, Lees AJ, Coleman SY, O'Sullivan SS, Compta Y, Revesz T, Burn DJ. Apomorphine: A potential modifier of amyloid deposition in Parkinson's disease?. Movement Disorders 2016, 31(5), 668-675.
  • Shamshirband S, Mohammadi K, Tong CW, Petkovic D, Porcu E, Mostafaeipour A, Ch S, Sedaghat A. Application of extreme learning machine for estimation of wind speed distribution. Climate Dynamics 2016, 46(5-6), 1893–1907.
  • Bedford T, Daneshkhah A, Wilson KJ. Approximate Uncertainty Modeling in Risk Analysis with Vine Copulas. Risk Analysis2016, 36(4), 792-815.
  • Heydari JJ, Lawless C, Lydall DA, Wilkinson DJ. Bayesian hierarchical modelling for inferring genetic interactions in yeast.Journal of the Royal Statistics Society: Series C (Applied Statistics) 2016, 65(3), 367-393.
  • Whitaker GA, Golightly A, Boys RJ, Sherlock C. Bayesian Inference for Diffusion-Driven Mixed-Effects Models. Bayesian Analysis 2016, 12(2), 435-463.
  • Ball HL, Howel D, Bryant A, Best E, Russell C, Ward-Platt M. Bed-sharing by breastfeeding mothers: who bed-shares and what is the relationship with breastfeeding duration?. Acta Paediatrica 2016, 105(6), 628-634.
  • Bradley J, Simpson E, Poliakov I, Matthew JNS, Olivier P, Adamson AJ, Foster E. Comparison of INTAKE24 (an Online 24-h Dietary Recall Tool) with Interviewer-Led 24-h Recall in 11–24 Year-Old. Nutrients 2016, 8(6), 358.
  • Bevilacqua M, Alegría A, Velandia D, Porcu E. Composite Likelihood Inference for Multivariate Gaussian Random Fields.Journal of Agricultural, Biological, and Environmental Statistics 2016, 21(3), 448–469.
  • Oates CJ, Girolami M. Control Functionals for Quasi-Monte Carlo Integration. In: Nineteenth International Conference on Artificial Intelligence and Statistics (AISTATS). 2016, Cadiz, Spain: PMLR.
  • Bevilacqua M, Fasso A, Gaetan C, Porcu E, Velandia D. Covariance tapering for multivariate Gaussian random fields estimation. Statistical Methods & Applications 2016, 25(1), 21–37.
  • Coleman S. Data mining Opportunities for Small and Medium Enterprises with Official Statistics in the UK. Journal of Official Statistics 2016, 32(4), 849-865.
  • Wilson KJ, Heaps SE, Farrow M. Demand forecasting over complex geographical networks: the case of Northern Gas Networks. In: Risk, Reliability and Safety: Innovating Theory and Practice: Proceedings of ESREL 2016. 2016, Glasgow: CRC Press.
  • Gillespie CS, Golightly A. Diagnostics for assessing the linear noise and moment closure approximations. Statistical Applications in Genetics and Molecular Biology 2016, 15(5), 363–379.
  • Michalak P, Heaps S, Trenell M, Watson P. Doctoral symposium: Automating computational placement in IoT environments. In: DEBS 2016 - Proceedings of the 10th ACM International Conference on Distributed and Event-Based Systems. 2016, Irvine, California: Association for Computing Machinery, Inc.
  • Vieira R, Henderson R, McDonald S, Sniehotta FF. Dynamic modelling of single-case (N-of-1) data: challenges and novel applications. In: International Congress of Behavioral Medicine. 2016, Melbourne, Australia: Springer.
  • Li W, Chen R, Tan Z. Efficient Sequential Monte Carlo With Multiple Proposals and Control Variates. Journal of the American Statistical Association 2016, 111(513), 298-313.
  • Oates CJ, Smith JQ, Mukherjee S. Estimating Causal Structure Using Conditional DAG Models. Journal of Machine Learning Research 2016, 17(54), 1-23.
  • Oates CJ, Smith JQ, Mukherjee S, Cussens J. Exact Estimation of Multiple Directed Acyclic Graphs. Statistics and Computing 2016, 26(4), 797-811.
  • Friel N, Mira A, Oates CJ. Exploiting Multi-Core Architectures for Reduced-Variance Estimation with Intractable Likelihoods. Bayesian Analysis 2016, 11(1), 215-245.
  • Coleman SY, Gob R, Manco G, Pievatoli A, Tort-Martorell X, Reis MS. How can SMEs benefit from big data? Challenges and a path forward. Quality and Reliability Engineering International 2016, 32(6), 2151–2164.
  • Nishawala CC, Ostoja-Starzewski M, Leamy MJ, Porcu E. Lamb's problem on random mass density fields with fractal and Hurst effects. Proceedings of the Royal Society of London A: Mathematical, Physical and Engineering Sciences 2016, 472(2196).
  • Prangle D. Lazy ABC. Statistics and Computing 2016, 26(1), 171-185.
  • Hilton P, Bryant A, Howel D, McColl E, Shen J, Homer T, Vale L, Buckley BS, Lucas MG, Tincello DG, Armstrong N. Letter to the editor re: Assessing professional equipoise and views about a future clinical trial of invasive urodynamics prior to surgery for stress urinary incontinence in women: A survey within a mixed methods feasibility study. Neurourol Urodyn. 2012;31(8):1223-30. Neurourology and Urodynamics 2016, 35(6), 750-751.
  • Alegria A, Bevilacqua M, Porcu E. Likelihood-based inference for multivariate space-time wrapped-Gaussian fields. Journal of Statistical Computation and Simulation 2016, 86(13), 2583-2597.
  • Giles EL, Coulton S, Deluca P, Drummond C, Howel D, Kaner E, McColl E, McGovern R, Scott S, Stamp E, Sumnall H, Tate L, Todd L, Vale L, Albani V, Boniface S, Ferguson J, Frankham J, Gilvarry E, Hendrie N, Howe N, McGeechan GJ, Stanley G, Newbury-Birch D. Multicentre individual randomised controlled trial of screening and brief alcohol intervention to prevent risky drinking in young people aged 14-15 in a high school setting (SIPS JR-HIGH): study protocol. BMJ Open2016, 6(12), e012474.
  • Khosravi M, Leiva V, Jamalizadeh A, Porcu E. On a nonlinear Birnbaum–Saunders model based on a bivariate construction and its characteristics. Communications in Statistics - Theory and Methods 2016, 45(3), 772-793.
  • Revie M, Wilson KJ, Holdsworth R, Yule S. On modelling player fitness in training for team sports with application to professional rugby. International Journal of Sports Science and Coaching 2016, 12(2), 183-193.
  • Lord S, Galna B, Yarnall AY, Coleman S, Burn D, Rochester L. Predicting first fall in newly diagnosed Parkinson's disease: Insights from a fall-naïve cohort. Movement Disorders 2016, 31(12), 1829-1836.
  • Cockayne J, Oates CJ, Sullivan T, Girolami M. Probabilistic Numerical Methods for PDE-constrained Bayesian Inverse Problems. In: 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt). 2016, Ghent, Belgium: AIP Publishing.
  • Harjanto D, Papamarkou T, Oates CJ, Rayon-Estrada V, Papavasiliou FN, Papavasiliou A. RNA editing generates sequence diversity within cell populations. Nature Communications 2016, 7, 12145.
  • Fawcett L, Walshaw D. Sea-surge and wind speed extremes: optimal estimation strategies for planners and engineers.Stochastic Environmental Research and Risk Assessment 2016, 30(2), 463-480.
  • Matthews JNS. Should we play on your lawn or mine?. Mathematical Gazette 2016, 100(547), 24-33.
  • Porcu E, Bevilacqua M, Genton MG. Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere. Journal of the American Statistical Association 2016, 111(514), 888-898.
  • Oyebamiji OK, Wilkinson DJ. Statistical emulation as a tool for analysing complex multiscale stochastic biological model outputs. In: VIII International Conference on Sensitivity Analysis of Model Output. 2016, The University of Reunion Island, Le Tampon.
  • Lendrem DW, Lendrem BC, Linsley M, Rowland-Jones R, D'Agostino F, Owen MR, Isaacs JD. Teaching Examples for the Design of Experiments: Geographical Sensitivity and the Self-Fulfilling Prophecy. Pharmaceutical Statistics 2016, 15(1), 90-92.
  • Oates CJ, Papamarkou T, Girolami M. The Controlled Thermodynamic Integral for Bayesian Model Evidence Evaluation.Journal of the American Statistical Association 2016, 111(514), 634-645.
  • Fawcett L, Newman K. The storm of the century! Promoting student enthusiasm for applied statistics. Teaching Statistics2016, 39(1), 2-13.
  • Del Din S, Godfrey A, Coleman S, Galna B, Lord S, Rochester L. Time-dependent changes in postural control in early Parkinson's disease: what are we missing?. Medical & Biological Engineering & Computing 2016, 54(2), 401-410.
  • Andreasson A, Karamanou D, Gillespie C, Borthwick L, Jiwa K, Henderson P, Ozalp F, Butt T, Clark SC, Pauli H, Corris PA, Ali S, Dark JH, Fisher AJ. Treating Donor Lung Inflammation by Blocking Interleukin-1B-An In Vitro Therapy Testing Platform for Ex Vivo Lung Perfusion. In: International Society for Heart and Lung Transplantation 36th Annual Meeting and Scientific Sessions. 2016, Washington, DC: Elsevier.
  • Hilton P, Buckley B, McColl E, Howel D, Tincello DG, Brennand C. Understanding variations in patient screening and recruitment in a pilot randomised controlled trial: a vignette-based study. Trials 2016, 17, 522.
  • Zaman I, Pazouki K, Norman RA, Younessi S, Coleman S. Utilising real-time ship data to save fuel consumption and reduce carbon emission. In: Shipping in Changing Climates Conference. 2016, Newcastle upon Tyne, UK.
  • Skelton DA, Bailey C, Howel D, Cattan M, Deary V, Coe D, de Jong LD, Gawler S, Gray J, Lampitt R, Wilkinson J, Adams N. Visually Impaired Older people's Exercise programme for falls prevenTion (VIOLET): a feasibility study protocol. BMJ Open 2016, 6(8), e011996.

More about the statistics research group

Our people
Our PGR students
Our seminars