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Bayesian and Computational Statistics

  1. 2022
  2. Published

    Hospitalisation and mortality risk of SARS-COV-2 variant omicron sub-lineage BA.2 compared to BA.1 in England

    Webster, H. H., Nyberg, T., Sinnathamby, M. A., Aziz, N. A., Ferguson, N., Seghezzo, G., Blomquist, P. B., Bridgen, J., Chand, M., Groves, N., Myers, R., Hope, R., Ashano, E., Lopez-Bernal, J., De Angelis, D., Dabrera, G., Presanis, A. M. & Thelwall, S., 13/10/2022, In: Nature Communications. 13, 1, 6 p., 6053.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Variance bounding of delayed-acceptance kernels

    Sherlock, C. & Lee, A., 30/09/2022, In: Methodology and Computing in Applied Probability. 24, 3, p. 2237-2260 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. E-pub ahead of print

    Longitudinal Ambient PM 2.5 Measurement at Fifteen Locations in Eight Sub-Saharan African Countries Using Low-Cost Sensors

    Awokola, B., Okello, G., Johnson, O., Dobson, R., Ouédraogo, A. R., Dibba, B., Ngahane, M., Ndukwu, C., Agunwa, C., Marangu, D., Lawin, H., Ogugua, I., Eze, J., Nwosu, N., Ofiaeli, O., Ubuane, P., Osman, R., Awokola, E., Erhart, A., Mortimer, K., & 3 othersJewell, C., Semple, S. & Suriano, D. (ed.), 29/09/2022, (E-pub ahead of print) In: Atmosphere. 13, 10, 16 p., 1593.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Forthcoming

    Continuously-Tempered PDMP samplers

    Sutton, M., Salomone, R., Chevallier, A. & Fearnhead, P., 14/09/2022, (Accepted/In press) In: Advances in Neural Information Processing Systems. 35, 28293--28304

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    EpiBeds: Data informed modelling of the COVID-19 hospital burden in England

    Overton, C. E., Pellis, L., Stage, H. B., Scarabel, F., Burton, J., Fraser, C., Hall, I., House, T. A., Jewell, C., Nurtay, A., Pagani, F., Lythgoe, K. A. & Struchiner, C. J. (ed.), 6/09/2022, In: PLoS Computational Biology. 18, 9, 20 p., e1010406.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Estimating quality-adjusted life-years: Assessing the bias induced for a terminal decline quality of life model

    Welsh, A., Costain, D. & Titman, A., 18/07/2022, Proceedings of the 36th International Workshop on Statistical Modelling: July 18-22, 2022 - Trieste, Italy. Torelli, N., Bellio, R. & Muggeo, V. (eds.). EUT Edizioni Università di Trieste, Trieste 2022, p. 354-359 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  8. Published

    Impact of intensified control on visceral leishmaniasis in a highly-endemic district of Bihar, India: an interrupted time series analysis

    Kumar, V., Siddiqui, N. A., Pollington, T. M., Mandal, R., Das, S., Kesari, S., Das, V. R., Pandey, K., Hollingsworth, T. D., Chapman, L. A. C. & Das, P., 30/06/2022, In: Epidemics. 39, 8 p., 100562.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Semi-Exact Control Functionals From Sard's Method

    South, L., Karvonen, T., Nemeth, C., Girolami, M. & Oates, C. J., 30/06/2022, In: Biometrika. 109, 2, p. 351-367 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. 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

  11. Published

    Measuring Air Quality for Advocacy in Africa (MA3): Ambient PM<sub>2.5</sub> Concentrations Over One-Year in 15 Locations in Eight Sub-Saharan African Countries Using Low-Cost Sensors

    Awokola, B. I., Okello, G., Dobson, R., Amusa, G. A., Johnson, O., Erhart, A., Mortimer, K., Jewell, C., Semple, S. & MA3 Study Group, 2/05/2022, In: American Journal of Respiratory and Critical Care Medicine. 205, 2 p., A5170.

    Research output: Contribution to Journal/MagazineConference articlepeer-review

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