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Bayesian and Computational Statistics

  1. Published

    Exact Bayesian inference for discretely observed Markov Jump Processes using finite rate matrices

    Sherlock, C. & Golightly, A., 31/01/2023, In: Journal of Computational and Graphical Statistics. 32, 1, p. 36-48 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Published

    Examination of risk factors for stroke survival in the presence of missing data and non-proportional hazards

    France, A., 4/01/2021, Lancaster University. 281 p.

    Research output: ThesisDoctoral Thesis

  3. Published

    Fast Nonconvex Deconvolution of Calcium Imaging Data

    Jewell, S., Hocking, T. D., Fearnhead, P. & Witten, D., 8/02/2019, In: Biostatistics. 21, 4

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Frequency of Routine Testing for Coronavirus Disease 2019 (COVID-19) in High-risk Healthcare Environments to Reduce Outbreaks

    Chin, E. T., Huynh, B. Q., Chapman, L. A. C., Murrill, M., Basu, S. & Lo, N. C., 1/11/2021, In: Clinical Infectious Diseases. 73, 9, p. E3127-E3129 3 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    GaussianProcesses.jl: A Nonparametric Bayes package for the Julia Language

    Fairbrother, J., Nemeth, C., Pinder, T., Rischard, M. & Brea, J., 30/04/2022, In: Journal of Statistical Software. 102, 1, p. 1-36 36 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Geometric Representations of Random Hypergraphs

    Lunagomez Coria, S., Mukherjee, S., Wolpert, R. & Airoldi, E., 2017, In: Journal of the American Statistical Association. 112, 517, p. 363-383 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. 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

  8. Published

    Hug and Hop: a discrete-time, nonreversible Markov chain Monte Carlo algorithm

    Ludkin, M. & Sherlock, C., 30/06/2023, In: Biometrika. 110, 2, p. 301-318 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. 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

  10. Published

    Improved bridge constructs for stochastic differential equations

    Whitaker, G. A., Golightly, A., Boys, R. J. & Sherlock, C. G., 07/2017, In: Statistics and Computing. 27, 4, p. 885-900 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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