Professor Jeremy Oakley

School of Mathematical and Physical Sciences

Head of School

Professor of Statistics

j.oakley@sheffield.ac.uk
+44 114 222 3853

Full contact details

Professor Jeremy Oakley
School of Mathematical and Physical Sciences
I16
Hicks Building
Hounsfield Road
91̽»¨
S3 7RH
Profile

Professor Oakley obtained his BSc (1996) in Mathematics and Statistics from the University of Nottingham, and his PhD (2000) in Statistics from the University of 91̽»¨. He has worked as a post- doctoral research associate in both the Department of Computer Science and Department of Probability and Statistics, University of 91̽»¨, before starting a lectureship in Probability and Statistics in 2002. He has various research interests in Bayesian statistics including uncertainty quantification for computer models, prior elicitation and Bayesian methods in health economics.

Publications

Show: Featured publications All publications

Journal articles

  • Coveny S, Roney C, Corrado C, Wilkinson R, Oakley J, Niederer S & Clayton R (2022) . Scientific Reports, 12. RIS download Bibtex download
  • Coveny S, Corrado C, Oakley J, Wilkinson R, Niederer S & Clayton R (2021) . Frontiers in Physiology, 12. RIS download Bibtex download
  • Coveney S, Corrado C, Roney CH, O’Hare D, Williams SE, O’Neill MD, Niederer SA, Clayton RH, Oakley JE & Wilkinson RD (2020) . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2173), ---. RIS download Bibtex download
  • Coveney S, Corrado C, Roney C, Wilkinson R, Oakley J, Lindgren F, Williams S, O'Neill M, Niederer S & Clayton R (2020) . IEEE Transactions on Biomedical Engineering, 67(1), 99-109. RIS download Bibtex download
  • Ren S, Oakley JE & Stevens JW (2018) . Medical Decision Making, 38(4), 531-542. RIS download Bibtex download
  • McKinley TJ, Vernon I, Andrianakis I, McCreesh N, Oakley JE, Nsubuga RN, Goldstein M & White RG (2018) . Statistical science : a review journal of the Institute of Mathematical Statistics, 33(1), 4-18. RIS download Bibtex download
  • Andrianakis I, McCreesh N, Vernon I, McKinley TJ, Oakley JE, Nsugua RN, Goldstein M & White RG (2017) . SIAM/ASA Journal on Uncertainty Quantification, 5(1), 694-719. RIS download Bibtex download
  • Oakley JE & Youngman BD (2017) . Technometrics, 59(1), 80-92. RIS download Bibtex download
  • Strong M, Oakley JE & Brennan A (2014) . Medical Decision Making, 34(3), 311-326. RIS download Bibtex download
  • Strong M & Oakley JE (2014) . SIAM/ASA Journal on Uncertainty Quantification, 2(1), 106-125. RIS download Bibtex download
  • Ren S & Oakley JE (2014) . Statistics in Medicine, 33(1), 31-45. RIS download Bibtex download
  • Morris DE, Oakley JE & Crowe JA (2014) . Environmental Modelling and Software, 52, 1-4. RIS download Bibtex download
  • Fricker TE, Oakley JE & Urban NM (2013) . Technometrics, 55(1), 47-56. RIS download Bibtex download
  • Strong M, Oakley JE & Chilcott J (2011) Managing structural uncertainty in health economic decision models: A discrepancy approach. Journal of the Royal Statistical Society. Series C: Applied Statistics. RIS download Bibtex download
  • Alhussain ZA & Oakley JE () . Pharmaceutical Statistics. RIS download Bibtex download
  • Andrianakis I, Vernon IR, McCreesh N, McKinley TJ, Oakley JE, Nsubuga RN, Goldstein M & White RG () . PLoS Computational Biology, 11(1), e1003968-e1003968. RIS download Bibtex download

All publications

Books

  • O'Hagan A, Buck CE, Daneshkhah A, Eiser JR, Garthwaite PH, Jenkinson DJ, Oakley JE & Rakow T (2006) . John Wiley & Sons, Ltd. RIS download Bibtex download

Journal articles

  • Coveny S, Roney C, Corrado C, Wilkinson R, Oakley J, Niederer S & Clayton R (2022) . Scientific Reports, 12. RIS download Bibtex download
  • Coveney S, Corrado C, Oakley JE, Wilkinson RD, Niederer SA & Clayton RH (2021) . Frontiers in Physiology, 12, 765622-765622. RIS download Bibtex download
  • Coveny S, Corrado C, Oakley J, Wilkinson R, Niederer S & Clayton R (2021) . Frontiers in Physiology, 12. RIS download Bibtex download
  • Jurek L, Balthazar M, Gulati S, Novakovic N, Núñez M, Oakley J & O'Hagan A (2021) . European Child and Adolescent Psychiatry. RIS download Bibtex download
  • Coveney S, Corrado C, Roney CH, O’Hare D, Williams SE, O’Neill MD, Niederer SA, Clayton RH, Oakley JE & Wilkinson RD (2020) . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2173), ---. RIS download Bibtex download
  • Corrado C, Razeghi O, Roney C, Coveney S, Williams S, Sim I, O'Neill M, Wilkinson R, Oakley J, Clayton R & Niederer S (2020) . Medical Image Analysis, 61. RIS download Bibtex download
  • Stevenson M, Uttley L, Oakley JE, Carroll C, Chick SE & Wong R (2020) . Health Technology Assessment, 24(11), 1-150. RIS download Bibtex download
  • Coveney S, Corrado C, Roney C, Wilkinson R, Oakley J, Lindgren F, Williams S, O'Neill M, Niederer S & Clayton R (2020) . IEEE Transactions on Biomedical Engineering, 67(1), 99-109. RIS download Bibtex download
  • McCreesh N, Andrianakis I, Nsubuga RN, Strong M, Vernon I, McKinley TJ, Oakley J, Goldstein M, Hayes R & White R (2018) . PLoS ONE, 13(5). RIS download Bibtex download
  • Ren S, Oakley JE & Stevens JW (2018) . Medical Decision Making, 38(4), 531-542. RIS download Bibtex download
  • McKinley TJ, Vernon I, Andrianakis I, McCreesh N, Oakley JE, Nsubuga RN, Goldstein M & White RG (2018) . Statistical science : a review journal of the Institute of Mathematical Statistics, 33(1), 4-18. RIS download Bibtex download
  • McCreesh N, Andrianakis I, Nsubuga RN, Strong M, Vernon I, McKinley TJ, Oakley JE, Goldstein M, Hayes R & White RG (2017) . BMC Infectious Diseases, 17(557). RIS download Bibtex download
  • Andrianakis I, McCreesh N, Vernon I, McKinley TJ, Oakley JE, Nsugua RN, Goldstein M & White RG (2017) . SIAM/ASA Journal on Uncertainty Quantification, 5(1), 694-719. RIS download Bibtex download
  • Andrianakis I, Vernon I, McCreesh N, McKinley TJ, Oakley JE, Nsubuga RN, Goldstein M & White RG (2017) . Journal of the Royal Statistical Society: Series C (Applied Statistics), 66(4), 717-740. RIS download Bibtex download
  • McCreesh N, Andrianakis I, Nsubuga RN, Strong M, Vernon I, McKinley TJ, Oakley JE, Goldstein M, Hayes R & White RG (2017) . BMC Infectious Diseases, 17, 322-322. RIS download Bibtex download
  • Oakley JE & Youngman BD (2017) . Technometrics, 59(1), 80-92. RIS download Bibtex download
  • Strong M, Oakley JE, Brennan A & Breeze P (2015) . Medical Decision Making, 35(5), 570-583. RIS download Bibtex download
  • Strong M, Oakley JE & Brennan A (2014) . Medical Decision Making, 34(3), 311-326. RIS download Bibtex download
  • Strong M & Oakley JE (2014) . SIAM/ASA Journal on Uncertainty Quantification, 2(1), 106-125. RIS download Bibtex download
  • Ren S & Oakley JE (2014) . Statistics in Medicine, 33(1), 31-45. RIS download Bibtex download
  • Morris DE, Oakley JE & Crowe JA (2014) . Environmental Modelling and Software, 52, 1-4. RIS download Bibtex download
  • Strong M, Brennan A & Oakley J (2013) . Trials, 14(S1). RIS download Bibtex download
  • Fricker TE, Oakley JE & Urban NM (2013) . Technometrics, 55(1), 47-56. RIS download Bibtex download
  • Strong M & Oakley JE (2013) . Med Decis Making, 33(6), 755-766. RIS download Bibtex download
  • Becker W, Oakley JE, Surace C, Gili P, Rowson J & Worden K (2012) Bayesian sensitivity analysis of a nonlinear finite element model. Mechanical Systems and Signal Processing. RIS download Bibtex download
  • Strong M, Oakley JE & Chilcott J (2011) Managing structural uncertainty in health economic decision models: A discrepancy approach. Journal of the Royal Statistical Society. Series C: Applied Statistics. RIS download Bibtex download
  • Strong M & Oakley JE (2011) . Med Decis Making, 31(4), 571-581. RIS download Bibtex download
  • Becker W, Rowson J, Oakley JE, Yoxall A, Manson G & Worden K (2011) . J Biomech, 44(8), 1499-1506. RIS download Bibtex download
  • Wilkinson RD, Vrettas M, Cornford D & Oakley JE (2011) Quantifying Simulator Discrepancy in Discrete-Time Dynamical Simulators. Journal of Agricultural, Biological, and Environmental Statistics, 1-17. RIS download Bibtex download
  • Wilkinson RD, Vrettas M, Cornford D & Oakley JE (2011) . Journal of Agricultural, Biological, and Environmental Statistics, 16(4), 554-570. RIS download Bibtex download
  • Fricker TE, Oakley JE, Sims ND & Worden K (2011) . Mechanical Systems and Signal Processing, 25(8), 2962-2975. RIS download Bibtex download
  • Becker W, Rowson J, Oakley JE, Yoxall A, Manson G & Worden K (2011) . Journal of Biomechanics, 44(8), 1499-1506. RIS download Bibtex download
  • Oakley JE, Brennan A, Tappenden P & Chilcott J (2010) . J Health Econ, 29(3), 468-477. RIS download Bibtex download
  • Stevenson MD, Oakley JE, Lloyd Jones M, Brennan A, Compston JE, McCloskey EV & Selby PL (2009) . Med Decis Making, 29(6), 678-689. RIS download Bibtex download
  • Nixon RM, O'Hagan A, Oakley J, Madan J, Stevens JW, Bansback N & Brennan A (2009) . PHARM STAT, 8(4), 371-389. RIS download Bibtex download
  • Conti S, Gosling JP, Oakley JE & O'Hagan A (2009) . BIOMETRIKA, 96(3), 663-676. RIS download Bibtex download
  • Oakley JE (2009) . TECHNOMETRICS, 51(2), 121-129. RIS download Bibtex download
  • Stevenson MD, Oakley JE, Chick SE & Chalkidou K (2009) . J OPER RES SOC, 60(4), 506-518. RIS download Bibtex download
  • Karnon J, McIntosh A, Dean J, Bath P, Hutchinson A, Oakley J, Thomas N, Pratt P, Freeman-Parry L, Karsh B-T , Gandhi T et al (2008) . J Health Serv Res Policy, 13(2), 85-91. RIS download Bibtex download
  • Coyle D & Oakley J (2008) . European Journal of Health Economics, 9(3), 251-259. RIS download Bibtex download
  • Oakley JE & O'Hagan A (2007) . BIOMETRIKA, 94(2), 427-441. RIS download Bibtex download
  • Karnon J, McIntosh A, Dean J, Bath P, Hutchinson A, Oakley J, Thomas N, Pratt P, Freeman-Parry L, Karsh BT , Gandhi T et al (2007) . SAFETY SCI, 45(4), 523-539. RIS download Bibtex download
  • Gosling JP, Oakley JE & O'Hagan A (2007) Nonparametric elicitation for heavy-tailed prior distributions. BAYESIAN ANAL, 2(4), 693-718. RIS download Bibtex download
  • Stevenson MD, Brazier JE, Calvert NW, Lloyd-Jones M, Oakley JE & Kanis JA (2005) Description of an individual patient methodology for calculating the cost-effectiveness of treatments for osteoporosis in women. J OPER RES SOC, 56(2), 214-221. RIS download Bibtex download
  • Stevenson M, Jones ML, De Nigris E, Brewer N, Davis S & Oakley J (2005) . Health Technology Assessment, 9(22). RIS download Bibtex download
  • Oakley JE & O'Hagan A (2004) Probabilistic sensitivity analysis of complex models: a Bayesian approach. J ROY STAT SOC B, 66, 751-769. RIS download Bibtex download
  • Oakley J (2004) . Journal of the Royal Statistical Society. Series C: Applied Statistics, 53(1), 83-93. RIS download Bibtex download
  • Tappenden P, Chilcott JB, Eggington S, Oakley J & McCabe C (2004) Methods for expected value of information analysis in complex health economic models: developments on the health economics of interferon-beta and glatiramer acetate for multiple sclerosis.. Health technology assessment (Winchester, England), 8(27). RIS download Bibtex download
  • Stevenson MD, Oakley J & Chilcott JB (2004) . MED DECIS MAKING, 24(1), 89-100. RIS download Bibtex download
  • Oakley J & O'Hagan A (2002) . Biometrika, 89(4), 769-784. RIS download Bibtex download
  • Oakley J (2002) . Journal of the Royal Statistical Society Series D: The Statistician, 51(1), 81-97. RIS download Bibtex download
  • Salsbury J, Oakley J, Julious S & Hampson L () Assurance methods for designing a clinical trial with a delayed treatment effect. Statistics in Medicine. RIS download Bibtex download
  • Oakley J, Fathi F & de Borst R () An extended isogeometric collocation method for fracture analysis. International Journal for Numerical Methods in Engineering. RIS download Bibtex download
  • Jurek L, Baltazar M, Gulati S, Novakovic N, Núñez M, Oakley J & O’Hagan A () . European Child & Adolescent Psychiatry. RIS download Bibtex download
  • Alhussain ZA & Oakley JE () . Pharmaceutical Statistics. RIS download Bibtex download
  • Andrianakis I, Vernon IR, McCreesh N, McKinley TJ, Oakley JE, Nsubuga RN, Goldstein M & White RG () . PLoS Computational Biology, 11(1), e1003968-e1003968. RIS download Bibtex download

Chapters

  • Wilson KJ, Elfadaly FG, Garthwaite PH & Oakley JE (2021) , International Series in Operations Research & Management Science (pp. 19-51). Springer International Publishing RIS download Bibtex download
  • Oakley JE () , Simplicity, Complexity and Modelling (pp. 51-67). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 223-226). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 193-216). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 25-31). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 121-151). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 1-24). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 179-192). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 153-160). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 161-177). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 97-119). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 61-96). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 227-265). John Wiley & Sons, Ltd RIS download Bibtex download
  • () , Uncertain Judgements: Eliciting Experts' Probabilities (pp. 33-59). John Wiley & Sons, Ltd RIS download Bibtex download

Conference proceedings papers

  • Jones OPH, Oakley JE & Purshouse RC (2022) . Proceedings of 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp 1399-1405). Melbourne, Australia, 17 October 2021 - 20 October 2021. RIS download Bibtex download
  • Geue C, Hawkins N, Oakley JE, Grieve R, Hernandez M & Carpenter J (2022) A FRAMEWORK FOR EXPERT ELICITATION RELATED TO COUNTERFACTUAL VALUES: A CASE STUDY OF ELICITATION TO INFORM SUBGROUP ANALYSES IN CLINICAL TRIALS. VALUE IN HEALTH, Vol. 25(1) (pp S274-S274) RIS download Bibtex download
  • Hawkins N, Geue C, Oakley J, Grieve R & Hernandez M (2020) AN EXPLORATION OF THE TRADE-OFF BETWEEN FALSE NEGATIVES AND FALSE POSITIVES WHEN IDENTIFYING SUBGROUP EFFECTS. MEDICAL DECISION MAKING, Vol. 40(1) (pp E266-E267) RIS download Bibtex download
  • Geue C, Hawkins N, Oakley J, Grieve R, Hernandez M & Carpenter J (2020) A FRAMEWORK FOR EXPERT ELICITATION TO INFORM SUBGROUP ANALYSES IN CLINICAL TRIALS. MEDICAL DECISION MAKING, Vol. 40(5) (pp E410-E411) RIS download Bibtex download
  • Jones OPH, Oakley JE & Purshouse RC (2019) . 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) (pp 2148-2153). Bari, Italy, 6 October 2019 - 9 October 2019. RIS download Bibtex download
  • Jones OPH, Oakley JE & Purshouse RC (2019) Toward a unified framework for model calibration and optimisation in virtual engineering workflows. 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC) (pp 3148-3153) RIS download Bibtex download
  • Jones O, Oakley JE & Purshouse R (2018) . Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2018) (pp 689-696), 15 July 2018 - 19 July 2018. RIS download Bibtex download
  • Ren S, Oakley JE & Stevens JW (2017) EVIDENCE SYNTHESIS FOR HEALTH TECHNOLOGY ASSESSMENT WITH LIMITED STUDIES. VALUE IN HEALTH, Vol. 20(9) (pp A770-A770) RIS download Bibtex download
  • Malde S, Wyncoll D, Oakley J, Tozer N & Gouldby B (2016) . E3S Web of Conferences, Vol. 7 (pp 04002-04002) RIS download Bibtex download
  • Strong M, Brennan A & Oakley J (2015) . Value in Health, Vol. 18(7) (pp A725-A726) RIS download Bibtex download
  • Becker W, Rowson J, Oakley J, Yoxall A, Manson G & Worden K (2008) Bayesian sensitivity analysis of a large nonlinear model. 23rd International Conference on Noise and Vibration Engineering 2008, ISMA 2008, Vol. 6 (pp 3723-3736) RIS download Bibtex download
  • Stevenson MD, Brazier JE, Calvert NW, Lloyd-Jones M, Oakley JE & Kanis JA (2004) The cost-effectiveness of bisphosphonates, raloxifene and teriparatide in women with a prior fracture, low BMD and replete of calcium and vitamin D. OSTEOPOROSIS INTERNATIONAL, Vol. 15 (pp S39-S39) RIS download Bibtex download
  • Stevenson MD, Brazier JE, Calvert NW, Lloyd-Jones M, Oakley JE & Kanis JA (2004) The cost-effectiveness of calcium and vitamin D in women with low dietary calcium intake. OSTEOPOROSIS INTERNATIONAL, Vol. 15 (pp S39-S40) RIS download Bibtex download
  • O'Hagan A & Oakley JE (2004) . RELIABILITY ENGINEERING & SYSTEM SAFETY, Vol. 85(1-3) (pp 239-248) RIS download Bibtex download
  • Stevenson MD, Brazier JE, Lloyd-Jones M, Calvert N, Oakley J & Kanis JA (2004) The cost-effectiveness of bisphosphonates, raloxifene and hormone replacement therapy in women with established osteoporosis and replete of calcium and vitamin D. OSTEOPOROSIS INTERNATIONAL, Vol. 15 (pp S111-S111) RIS download Bibtex download
  • Stevenson MD, Lloyd-Jones M, Brazier JE, Calvert N, Oakley J & Kanis JA (2004) The cost-effectiveness of calcium and vitamin D supplementation in women with low dietary intake of these nutrients and at risk of osteoporosis. OSTEOPOROSIS INTERNATIONAL, Vol. 15 (pp S87-S88) RIS download Bibtex download
  • Oakley J & O’Hagan A (2002) (pp 119-130) RIS download Bibtex download
  • Lopes S, Niranjan M & Oakley J (2001) (pp 497-500) RIS download Bibtex download
  • Coveney S, Corrado C, Roney C, D. Wilkinson R, Oakley J, niederer S & H. Clayton" R () . Computing in Cardiology Conference (CinC) RIS download Bibtex download
  • Corrado C, Williams S, Sim I, Coveney S, O'Neill M, Wilkinson R, Oakley J, Clayton R & Niederer S () . 2018 Computing in Cardiology Conference (CinC), Vol. 45. Maastricht, The Netherlands, 23 September 2018 - 26 September 2018. RIS download Bibtex download

Posters

  • Geue C, Hawkins N, Oakley JE, Grieve R, Hernandez M & Carpenter J (2022) POSB421 A Framework for Expert Elicitation Related to Counterfactual Values: A Case Study of Elicitation to Inform Subgroup Analyses in Clinical Trials.. RIS download Bibtex download
  • Ren S, Oakley J & Stevens JW (2018) Evidence synthesis with limited studies. HTAi 2018, Vancouver, Canada. RIS download Bibtex download
  • Ren S, Oakley J & Stevens JW (2017) Evidence synthesis for health technology assessment with limited studies.. . ISPOR Glasgow 2017. RIS download Bibtex download

Preprints

  • Salsbury J, Oakley J, Julious S & Hampson L (2023) , arXiv. RIS download Bibtex download
  • Coveney S, Roney CH, Corrado C, Wilkinson RD, Oakley JE, Niederer SA & Clayton RH (2022) Calibrating cardiac electrophysiology models using latent Gaussian processes on atrial manifolds. RIS download Bibtex download
  • Coveney S, Corrado C, Roney CH, O'Hare D, Williams SE, O'Neill MD, Niederer SA, Clayton RH, Oakley JE & Wilkinson RD (2020) Gaussian Process Manifold Interpolation for Probabilistic Atrial Activation Maps and Uncertain Conduction Velocity. RIS download Bibtex download
Research group

Statistics

Grants

Current grants, as Coinvestigator

EPSRC

Past grants, as Principal Investigator

Gaussian Process Emulators for Numerical Models INO
EPSRC
Match+  

Past grants, as Coinvestigator

Development of a fully Bayesian framework for the identification and estimation of subgroup effects in Randomised Controlled Trials MRC
Calibration and analysis of complex models: methodological development and application to explore the impact of HAART in Africa MRC
Managing Uncertainty in Complex Models 2 (MUCM2) EPSRC
EPSRC
EPSRC
EPSRC
NERC
EPSRC
NERC
NERC
Teaching activities
MAS113 Introduction to Probability and Statistics