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Bayesian and Computational Statistics

  1. Published

    A Bayesian latent process spatiotemporal regression model for areal count data

    Utazi, C. E., Afuecheta, E. O. & Nnanatu, C., 06/2018, In: Spatial and Spatio-temporal Epidemiology. 25, p. 25-37 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Published

    A computationally efficient nonparametric approach for changepoint detection

    Haynes, K., Fearnhead, P. & Eckley, I. A., 09/2017, In: Statistics and Computing. 27, 5, p. 1293-1305 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    A discrete bouncy particle sampler

    Sherlock, C. & Thiery, A., 1/06/2022, In: Biometrika. 109, 2, p. 335-349 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. E-pub ahead of print

    A hierarchical model of non-homogeneous Poisson processes for Twitter retweets

    Lee, C. & Wilkinson, D. J., 30/04/2019, (E-pub ahead of print) In: Journal of the American Statistical Association. 115, 529, p. 1-15 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    A network epidemic model for online community commissioning data

    Lee, C., Garbett, A. & Wilkinson, D. J., 1/07/2018, In: Statistics and Computing. 28, 4, p. 891-904 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    A spatio-temporal approach to short-term prediction of visceral leishmaniasis diagnoses in India

    Nightingale, E. S., Chapman, L. A. C., Srikantiah, S., Subramanian, S., Jambulingam, P., Bracher, J., Cameron, M. M. & Medley, G. F., 9/07/2020, In: PLoS Neglected Tropical Diseases.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    A study of tuberculosis in road traffic-killed badgers on the edge of the British bovine TB epidemic area

    Sandoval Barron, E., Swift, B., Chantrey, J., Christley, R., Gardner, R., Jewell, C., McGrath, I., Mitchell, A., O’Cathail, C., Prosser, A., Ridout, S., Sanchez-Cabezudo, G., Smith, N., Timofte, D., Williams, N. & Bennett, M., 6/12/2018, In: Scientific Reports. 8, 1, 8 p., 17206.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    A tutorial introduction to Bayesian inference for stochastic epidemic models using Approximate Bayesian Computation

    Kypraios, T., Neal, P. J. & Prangle, D., 05/2017, In: Mathematical Biosciences. 287, p. 42-53 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Adaptive, delayed-acceptance MCMC for targets with expensive likelihoods

    Sherlock, C. G., Golightly, A. & Henderson, D., 1/06/2017, In: Journal of Computational and Graphical Statistics. 26, 2, p. 434-444 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Air Pollution Exposure Among Adult Chronic Airway Disease Patients in the Gambia: A Pilot Case-control Study

    Awokola, B. I., Mohammed, N., Okello, G., Johnson, O., Jatta, M. L., Susso, M., Gibba, A., Ndow, P., Awokola, E., Amusa, G. A., Jewell, C. P., Devereux, G., Mortimer, K. J. & Erhart, A., 1/05/2023, In: American Journal of Respiratory and Critical Care Medicine. 207, 1 p.

    Research output: Contribution to Journal/MagazineMeeting abstractpeer-review

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