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Bayesian and Computational Statistics

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  1. 2019
  2. Published

    The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data

    Bierkens, J., Fearnhead, P. & Roberts, G., 13/02/2019, In: Annals of Statistics. 47, 3, p. 1288-1320 33 p.

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

  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/Magazine › Journal article › peer-review

  4. Published

    Stochastic Gradient MCMC for Nonlinear State Space Models

    Aicher, C., Putcha, S., Nemeth, C., Fearnhead, P. & Fox, E. B., 29/01/2019, In: arXiv.

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

  5. Published

    Most recent changepoint detection in Panel data

    Bardwell, L., Fearnhead, P. N., Eckley, I. A., Smith, S. & Spott, M., 2/01/2019, In: Technometrics. 61, 1, p. 88-98 11 p.

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

  6. 2018
  7. Published

    A study of tuberculosis in road traffic-killed badgers on the edge of the British bovine TB epidemic area

    Sandoval Barron, E., Swift, B., Chantrey, J., Christley, R., Gardner, R., Jewell, C., McGrath, I., Mitchell, A., O’Cathail, C., Prosser, A., Ridout, S., Sanchez-Cabezudo, G., Smith, N., Timofte, D., Williams, N. & Bennett, M., 6/12/2018, In: Scientific Reports. 8, 1, 8 p., 17206.

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

  8. Published

    Large-Scale Stochastic Sampling from the Probability Simplex

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C., 3/12/2018, p. 6722-6732 . 11 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  9. Published

    Dynamics of the 2004 avian influenza H5N1 outbreak in Thailand: The role of duck farming, sequential model fitting and control

    Retkute, R., Jewell, C. P., Van Boeckel, T. P., Zhang, G., Xiao, X., Thanapongtharm, W., Keeling, M., Gilbert, M. & Tildesley, M. J., 1/11/2018, In: Preventive Veterinary Medicine. 159, p. 171-181 11 p.

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

  10. Published

    Dynamic stochastic block models: Parameter estimation and detection of changes in community structure

    Ludkin, M., Neal, P. J. & Eckley, I. A., 11/2018, In: Statistics and Computing. 28, 6, p. 1201-1213 13 p.

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

  11. Published

    Quantifying the Infectiousness of Post-Kala-Azar Dermal Leishmaniasis Toward Sand Flies.

    Mondal, D., Bern, C., Ghosh, D., Rashid, M., Molina, R., Chowdhury, R., Nath, R., Ghosh, P., Chapman, LAC., Alim, A., Bilbe, G. & Alvar, J., 24/10/2018, In: Clinical infectious diseases : an official publication of the Infectious Diseases Society of America. 69, 2, p. 251-258

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

  12. Published

    The role of case proximity in transmission of visceral leishmaniasis in a highly endemic village in Bangladesh

    Chapman, L. A. C., Jewell, C. P., Spencer, S. E. F., Pellis, L., Datta, S., Chowdhury, R., Bern, C., Medley, G. F. & Hollingsworth, T. D., 8/10/2018, In: PLoS Neglected Tropical Diseases. 12, 10, 29 p., e0006453.

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

  13. Published

    Towards Large Scale Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Pinder, T., Dhawan, G., Soriano Marcolino, L. & Angelov, P. P., 13/09/2018, 2018 IEEE International Conference on Agents (ICA). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    Bayesian spatial monotonic multiple regression

    Rohrbeck, C., Costain, D. A. & Frigessi, A., 1/09/2018, In: Biometrika. 105, 3, p. 691-707 17 p.

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

  15. Published

    Piecewise Deterministic Markov Processes for Continuous-Time Monte Carlo

    Fearnhead, P. N., Bierkens, J., Pollock, M. & Roberts, G., 13/08/2018, In: Statistical Science. 33, 3, p. 386-412 27 p.

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

  16. Published

    Small animal disease surveillance: Pruritus and Pseudomonas skin infections

    Arsevska, E., Singleton, D. A., Jewell, C., Paterson, S., Jones, P. H., Smyth, S., Brant, B., Dawson, S., Noble, P. J. M., Sánchez-Vizcaíno, F. & Radford, A. D., 08/2018, In: Veterinary Record. 183, 6, p. 182-187 6 p.

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

  17. Published

    Real-time decision-making during emergency disease outbreaks

    Probert, W., Jewell, C. P., Werkman, M., Fonnesbeck, C., Goto, Y., Runge, M., Sekiguchi, S., Shea, K., Keeling, M. J., Ferrari, M. & Tildesley, M., 24/07/2018, In: PLoS Computational Biology. 14, 7, 18 p., e1006202.

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

  18. Published

    A network epidemic model for online community commissioning data

    Lee, C., Garbett, A. & Wilkinson, D. J., 1/07/2018, In: Statistics and Computing. 28, 4, p. 891-904 14 p.

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

  19. Published

    LearningCircle.io: Lessons Learned from Organising Courses with and without a Dedicated Platform

    Celina, H., Lee, T. M. C., Olivier, P. & Kharrufa, A., 25/06/2018, Proceedings of EdMedia + Innovate Learning 2018 . Waynesville NC: AACE, p. 76-81 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. 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

  21. Published

    On the asymptotic efficiency of approximate Bayesian computation estimators

    Li, W. & Fearnhead, P., 1/06/2018, In: Biometrika. 105, 2, p. 285-299 15 p.

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

  22. Published

    Policy Recommendations From Transmission Modeling for the Elimination of Visceral Leishmaniasis in the Indian Subcontinent.

    Le, R. EA., Chapman, LAC., Coffeng, LE., Ruiz-Postigo, JA., Olliaro, PL., Adams, ER., Hasker, EC., Boelaert, MC., Hollingsworth, TD., Medley, GF. & de, V. SJ., 1/06/2018, In: Clinical infectious diseases : an official publication of the Infectious Diseases Society of America. 66, 4, p. S301-S308

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

  23. Published

    A Bayesian latent process spatiotemporal regression model for areal count data

    Utazi, C. E., Afuecheta, E. O. & Nnanatu, C., 06/2018, In: Spatial and Spatio-temporal Epidemiology. 25, p. 25-37 13 p.

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

  24. Published

    Model selection for time series of count data

    Alzahrani, N., Neal, P. J., Spencer, S., McKinley, T. & Touloupou, P., 06/2018, In: Computational Statistics and Data Analysis. 122, p. 33-44 12 p.

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

  25. Published

    Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains

    Bierkens, J., Bouchard-Côté, A., Doucet, A., Duncan, A. B., Fearnhead, P., Lienart, T., Roberts, G. & Vollmer, S. J., 1/05/2018, In: Statistics and Probability Letters. 136, p. 148-154 7 p.

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

  26. Published

    ThinkActive: Designing for pseudonymous activity tracking in the classroom

    Garbett, A., Chatting, D., Wilkinson, G., Lee, C. & Kharrufa, A., 20/04/2018, CHI 2018 - Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery (ACM), 13 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. Published

    Efficient model comparison techniques for models requiring large scale data augmentation

    Touloupou, P., Alzahrani, N., Neal, P. J., Spencer, S. & McKinley, T., 03/2018, In: Bayesian Analysis. 13, 2, p. 437-459 23 p.

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

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