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/Magazine › Conference article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

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/Magazine › Journal article › peer-review

Online parameter estimation for the McKean–Vlasov stochastic differential equation

Sharrock, L., Kantas, N., Parpas, P. & Pavliotis, G. A., 31/08/2023, In: Stochastic Processes and their Applications. 162, p. 481-546 66 p.

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

Investigating One Health risks for human colonisation with extended spectrum β-lactamase-producing Escherichia coli and Klebsiella pneumoniae in Malawian households: a longitudinal cohort study

Cocker, D., Chidziwisano, K., Mphasa, M., Mwapasa, T., Lewis, J. M., Rowlingson, B., Sammarro, M., Bakali, W., Salifu, C., Zuza, A., Charles, M., Mandula, T., Maiden, V., Amos, S., Jacob, S. T., Kajumbula, H., Mugisha, L., Musoke, D., Byrne, R., Edwards, T., & 7 othersLester, R., Elviss, N., Roberts, A. P., Singer, A. C., Jewell, C., Morse, T. & Feasey, N. A., 31/07/2023, In: The Lancet. Microbe. 4, 7, p. e534-e543 10 p.

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

Reversible Jump PDMP Samplers for Variable Selection

Chevallier, A., Fearnhead, P. & Sutton, M., 31/07/2023, In: Journal of the American Statistical Association. 118, 544, p. 2915-2927

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

Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates

Sharrock, L. & Nemeth, C., 23/07/2023, In: Proceedings of Machine Learning Research. 202, p. 30850-30882 33 p.

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

Risk Factors, Temporal Dependence, and Seasonality of Human extended-spectrum β-lactamases-producing<i>Escherichia coli</i>and<i>Klebsiella pneumoniae</i>Colonization in Malawi: A Longitudinal Model-based Approach

Sammarro, M., Rowlingson, B., Cocker, D., Chidziwisano, K., Jacob, S. T., Kajumbula, H., Mugisha, L., Musoke, D., Lester, R., Morse, T., Feasey, N. & Jewell, C., 5/07/2023, In: Clinical Infectious Diseases. 77, 1, p. 1-8 8 p.

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

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

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/Magazine › Journal article › peer-review

Individual and population level costs and health-related quality of life outcomes of third-generation cephalosporin resistant bloodstream infection in Blantyre, Malawi

Lester, R., Mango, J., Mallewa, J., Jewell, C. P., Lalloo, D. A., Feasey, N. A., Maheswaran, H. & Muniyandi, M. (ed.), 22/06/2023, In: PLOS Global Public Health. 3, 6, e0001589.

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

Stochastic Gradient MCMC for Nonlinear State Space Models

Aicher, C., Putcha, S., Nemeth, C., Fearnhead, P. & Fox, E. B., 8/06/2023, (Accepted/In press) In: Bayesian Analysis.

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

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/Magazine › Meeting abstract › peer-review

Sequential Estimation of Temporally Evolving Latent Space Network Models

Turnbull, K., Nemeth, C., Nunes, M. & McCormick, T., 31/03/2023, In: Computational Statistics and Data Analysis. 179, 107627.

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

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/Magazine › Journal article › peer-review