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Bayesian and Computational Statistics

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  1. Published

    Colonization dynamics of extended-spectrum beta-lactamase-producing Enterobacterales in the gut of Malawian adults

    Lewis, J. M., Mphasa, M., Banda, R., Beale, M. A., Heinz, E., Mallewa, J., Jewell, C., Faragher, B., Thomson, N. R. & Feasey, N. A., 31/10/2022, In: Nature Microbiology. 7, 10, p. 1593-1604 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    Comparison of infection control strategies to reduce COVID-19 outbreaks in homeless shelters in the United States: a simulation study

    Chapman, L. A. C., Kushel, M., Cox, S. N., Scarborough, A., Cawley, C., Nguyen, T. Q., Rodriguez-Barraquer, I., Greenhouse, B., Imbert, E. & Lo, N. C., 7/05/2021, In: BMC Medicine. 19, 13 p., 116.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Computationally efficient changepoint detection for a range of penalties

    Haynes, K., A. Eckley, I. & Fearnhead, P., 02/2017, In: Journal of Computational and Graphical Statistics. 26, 1, p. 134-143 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Concave-Convex PDMP-based sampling

    Sutton, M. & Fearnhead, P., 2/10/2023, In: Journal of Computational and Graphical Statistics. 32, 4, 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data

    Hocking, T. D., Rigaill, G., Fearnhead, P. & Bourque, G., 31/03/2020, In: Journal of Machine Learning Research. 21, p. 1-40 40 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Contact patterns of UK home delivery drivers and their use of protective measures during the COVID-19 pandemic: a cross-sectional study

    Bridgen, J. R. E., Wei, H., Whitfield, C., Han, Y., Hall, I., Jewell, C. P., van Tongeren, M. J. A. & Read, J. M., 30/06/2023, In: Occupational and Environmental Medicine. 80, 6, p. 333-338 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. 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/Magazine › Journal article › peer-review

  8. Published

    Contributions to Divide-and-Conquer MCMC

    Vyner, C., 2023, Lancaster University. 147 p.

    Research output: Thesis › Doctoral Thesis

  9. Published

    Control variates for stochastic gradient MCMC

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C., 1/05/2019, In: Statistics and Computing. 29, 3, p. 599-615 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Convergence of regression-adjusted approximate Bayesian computation

    Li, W. & Fearnhead, P., 1/06/2018, In: Biometrika. 105, 2, p. 301-318 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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