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Bayesian and Computational Statistics

  1. 2024
  2. Forthcoming

    Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting

    Sharrock, L., Dodd, D. & Nemeth, C., 19/01/2024, (Accepted/In press) In: Proceedings of Machine Learning Research.

    Research output: Contribution to Journal/MagazineConference articlepeer-review

  3. Published

    Big Data Epidemics

    Simon, B., 2024, Lancaster University. 309 p.

    Research output: ThesisDoctoral Thesis

  4. 2023
  5. Published

    SwISS: A Scalable Markov chain Monte Carlo Divide-and-Conquer Strategy

    Vyner, C., Nemeth, C. & Sherlock, C., 31/12/2023, In: Stat. 12, 1, 11 p., e523.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Statistical Methods for Samples of Interaction Networks

    Bolt, G., 12/2023, Lancaster University. 255 p.

    Research output: ThesisDoctoral Thesis

  7. Published

    Inference on extended-spectrum beta-lactamase Escherichia coli and Klebsiella pneumoniae data through SMC2

    Rimella, L., Alderton, S., Sammarro, M., Rowlingson, B., Cocker, D., Feasey, N., Fearnhead, P. & Jewell, C., 30/11/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 5, p. 1435–1451

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. E-pub ahead of print

    Latent Space Modelling of Hypergraph Data

    Turnbull, K., Lunagomez, S., Nemeth, C. & Airoldi, E., 23/10/2023, (E-pub ahead of print) In: Journal of the American Statistical Association.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. 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/MagazineJournal articlepeer-review

  10. Forthcoming

    Learning Rate Free Bayesian Inference in Constrained Domains

    Sharrock, L., Mackey, L. & Nemeth, C., 21/09/2023, (Accepted/In press) In: Advances in Neural Information Processing Systems. 37

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Bayesian additive regression trees for genotype by environment interaction models

    Sarti, D., Batista Do Prado, E., Inglis, A., Lemos dos Santos, A., Hurley, C., de Andrade Moral, R. & Parnell, A. C., 1/09/2023, In: Annals of Applied Statistics. 17, 3, p. 1936-1957 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Modelling the age-prevalence relationship in schistosomiasis: A secondary data analysis of school-aged-children in Mangochi District, Lake Malawi.

    Reed, A., O'Ferrall, A., Kayuni, S., Baxter, H., Stanton, M., Stothard, J. R. & Jewell, C., 31/08/2023, In: Parasite epidemiology and control. 22, e00303.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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