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Bayesian and Computational Statistics

  1. 2018
  2. Published

    Merging MCMC subposteriors through Gaussian-Process Approximations

    Nemeth, C. & Sherlock, C. G., 03/2018, In: Bayesian Analysis. 13, 2, p. 507-530 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Particle Filters and Data Assimilation

    Fearnhead, P. & Künsch, H., 03/2018, In: Annual Review of Statistics and Its Application. 5, p. 421-449 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Optimal scaling of the independence sampler: theory and practice

    Lee, C. & Neal, P. J., 2/02/2018, In: Bernoulli. 24, 3, p. 1636-1652 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Asymptotics of ABC

    Fearnhead, P., 2018, Handbook of Approximate Bayesian Computation . Sisson, S., Fan, Y. & Beaumont, M. (eds.). CRC Press, p. 269-288 20 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)peer-review

  6. Published

    Brushtail possum (Trichosurus vulpecula) social interactions and their implications for bovine tuberculosis epidemiology

    Rouco, C., Jewell, C., Richardson, K. S., French, N. P., Buddle, B. M. & Tompkins, D. M., 2018, In: Behaviour. 155, 7-9, p. 621-637 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Statistical modeling and analysis of partially observed infectious diseases

    Nnanatu, C., 2018, Lancaster University. 212 p.

    Research output: ThesisDoctoral Thesis

  8. 2017
  9. Published

    Predicting farm-level animal populations using environmental and socioeconomic variables

    van Andel, M., Jewell, C. P., McKenzie, J., Hollings, T., Robinson, A., Burgman, M., Bingham, P. & Carpenter, T., 15/09/2017, In: Preventive Veterinary Medicine. 145, p. 121-132 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    A computationally efficient nonparametric approach for changepoint detection

    Haynes, K., Fearnhead, P. & Eckley, I. A., 09/2017, In: Statistics and Computing. 27, 5, p. 1293-1305 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Pseudo-marginal Metropolis-Hastings sampling using averages of unbiased estimators

    Sherlock, C. G., Thiery, A. & Lee, A., 09/2017, In: Biometrika. 104, 3, p. 727-734 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Species distribution models: A comparison of statistical approaches for livestock and disease epidemics

    Hollings, T., Robinson, A., van Andel, M., Jewell, C. P. & Burgman, M., 24/08/2017, In: PLoS ONE. 12, 8, 19 p., e0183626.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. 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

  14. Published

    Investigating brushtail possum (Trichosurus vulpecula) home-range size determinants in a New Zealand native forest.

    Richardson, K., Rouco, C., Jewell, C. P., French, N., Buddle, B. & Tompkins, D. M., 26/06/2017, In: Wildlife Research. 44, 4, p. 316-323 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Adaptive, delayed-acceptance MCMC for targets with expensive likelihoods

    Sherlock, C. G., Golightly, A. & Henderson, D., 1/06/2017, In: Journal of Computational and Graphical Statistics. 26, 2, p. 434-444 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    sourceR: Classification and source attribution of infectious agents among heterogeneous populations

    Miller, P., Marshall, J., French, N. & Jewell, C. P., 30/05/2017, In: PLoS Computational Biology. 13, 5, 13 p., e1005564.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    A tutorial introduction to Bayesian inference for stochastic epidemic models using Approximate Bayesian Computation

    Kypraios, T., Neal, P. J. & Prangle, D., 05/2017, In: Mathematical Biosciences. 287, p. 42-53 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    The asymptotic variance of the giant component of configuration model random graphs

    Ball, F. & Neal, P. J., 1/04/2017, In: Annals of Applied Probability. 27, 2, p. 1057-1092 37 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    On the identification and mitigation of weaknesses in the Knowledge Gradient policy for multi-armed bandits

    Edwards, J., Fearnhead, P. & Glazebrook, K. D., 04/2017, In: Probability in the Engineering and Informational Sciences. 31, 2, p. 239-263 25 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Ensemble modelling and structured decision-making to support Emergency Disease Management

    Webb, C., Ferrari, M., Lindström, T., Carpenter, T., Dürr, S., Garner, G., Jewell, C. P., Stevenson, M., Ward, M., Werkman, M., Backer, J. & Tildesley, M., 1/03/2017, In: Preventive Veterinary Medicine. 138, p. 124-133 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Collapsing of non-centered parameterised MCMC algorithms with applications to epidemic models

    Neal, P. J. & Xiang, F., 03/2017, In: Scandinavian Journal of Statistics. 44, 1, p. 81-96 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. 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/MagazineJournal articlepeer-review

  23. Published

    Bayesian detection of abnormal segments in multiple time series

    Bardwell, L. & Fearnhead, P., 01/2017, In: Bayesian Analysis. 12, 1, p. 193-218 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. 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

  25. Published

    The autoregressive stochastic block model with changes in structure

    Ludkin, M. R., 2017, Lancaster University. 179 p.

    Research output: ThesisDoctoral Thesis

  26. Unpublished

    The challenges of living with Ankylosing Spondylitis/Axial SpA throughout the life course: A prospective longitudinal study of the first 3 years from diagnosis.

    Martindale, J., Gladston Chelliah, E., Milan, S. J., Nnanatu, C. & Goodacre, J. A., 2017, (Unpublished).

    Research output: Contribution to conference - Without ISBN/ISSN Posterpeer-review

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