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Research

Professor Chris Sherlock

Senior Lecturer

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  1. 2016
  2. Published

    Optimal scaling for the pseudo-marginal random walk Metropolis: insensitivity to the noise generating mechanism

    Sherlock, C., 09/2016, In: Methodology and Computing in Applied Probability. 18, 3, p. 869-884 16 p.

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

  3. Published

    Particle Metropolis-adjusted Langevin algorithms

    Nemeth, C., Sherlock, C. & Fearnhead, P., 09/2016, In: Biometrika. 103, 3, p. 701-717 17 p.

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

  4. 2015
  5. Published

    Efficient particle MCMC for exact inference in stochastic biochemical network models through approximation of expensive likelihoods

    Golightly, A., Henderson, D. & Sherlock, C., 09/2015, In: Statistics and Computing. 25, 5, p. 1039-1055 17 p.

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

  6. Published

    Impaired performance on advanced theory of mind tasks in children with epilepsy is related to poor communication and increased attention problems

    Lunn, J., Lewis, C. & Sherlock, C., 02/2015, In: Epilepsy and Behavior. 43, p. 109-116 8 p.

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

  7. Published

    On the efficiency of pseudo-marginal random walk Metropolis algorithms

    Sherlock, C., Thiery, A., Roberts, G. & Rosenthal, J., 01/2015, In: Annals of Statistics. 43, 1, p. 238-275 38 p.

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

  8. 2014
  9. Published

    Idiopathic Focal Eosinophilic Enteritis (IFEE), an emerging cause of abdominal pain in horses: the effect of age, time and geographical location on risk

    Archer, D., Costain, D. & Sherlock, C., 2/12/2014, In: PLoS ONE. 9, 12, 19 p., e112072.

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

  10. Published

    Bayesian inference for hybrid discrete-continuous stochastic kinetic models

    Sherlock, C., Golightly, A. & Gillespie, C., 11/2014, In: Inverse Problems. 30, 11, 22 p., 114005.

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

  11. Published

    Langevin diffusions and the Metropolis-adjusted Langevin algorithm

    Xifara, T., Sherlock, C., Livingstone, S., Byrne, S. & Girolami, M., 08/2014, In: Statistics and Probability Letters. 91, p. 14-19 6 p.

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

  12. Published

    Inference for reaction networks using the linear noise approximation

    Fearnhead, P., Giagos, V. & Sherlock, C., 2014, In: Biometrics. 70, p. 457-466 10 p.

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

  13. Published

    Particle learning approach to Bayesian model selection: an application from neurology

    Taylor, S., Ridall, G., Sherlock, C. & Fearnhead, P., 2014, The contribution of young researchers to Bayesian statistics: Proceedings of BAYSM2013. Lanzarone, E. & Leva, F. (eds.). Springer, p. 165-167 3 p. (Springer Proceedings in Mathematics and Statistics; vol. 63).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  14. 2013
  15. Published

    A coupled hidden Markov model for disease interactions

    Sherlock, C., Xifara, T., Telfer, S. E. & Begon, M., 08/2013, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 62, 4, p. 609-627 19 p.

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

  16. Published

    Optimal scaling of the random walk Metropolis: general criteria for the 0.234 acceptance rule

    Sherlock, C., 03/2013, In: Journal of Applied Probability. 50, 1, p. 1-15 15 p.

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

  17. 2012
  18. Published

    A class of spherical and elliptical distributions with Gaussian-like limit properties

    Sherlock, C. & Elton, D., 2012, In: International Journal of Statistics and Probability. 2012, 17 p., 467187.

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

  19. Published

    Spatial and temporal patterns in antimicrobial resistance of Salmonella Typhimurium amongst cattle in England and Wales

    Cox, R., Su, T-L., Clough, H., Woodward, MJ. & Sherlock, C., 2012, In: Epidemiology and Infection. p. 1-12 12 p., PMID: 22214772.

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

  20. 2011
  21. Published

    The prevalence of antimicrobial resistant Escherichia coli in sympatric wild rodents varies by season and host.

    Williams, N. J., Sherlock, C., Jones, T. R., Clough, H. E., Telfer, S. E., Begon, M., French, N. P. & Bennett, M., 2011, In: Journal of Applied Microbiology. 110, 4, p. 962-970 9 p.

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

  22. 2010
  23. Published

    The random walk Metropolis : linking theory and practice through a case study.

    Sherlock, C., Fearnhead, P. & Roberts, G., 05/2010, In: Statistical Science. 25, 2, p. 172-190 19 p.

    Research output: Contribution to Journal/Magazine › Journal article

  24. 2009
  25. Published

    Optimal scaling of the random walk Metropolis on unimodal elliptically symmetric targets.

    Sherlock, C. & Roberts, G., 2009, In: Bernoulli. 15, 3, p. 774-798 25 p.

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

  26. 2006
  27. Published

    An exact Gibbs sampler for the Markov Modulated Poisson Process.

    Fearnhead, P. & Sherlock, C., 2006, In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). 68, 5, p. 767-784 18 p.

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

  28. Unpublished

    Methodology for inference on the Markov modulated Poisson process and theory for optimal scaling of the random walk Metropolis

    Sherlock, C., 2006, (Unpublished) Lancaster University. 245 p.

    Research output: Thesis › Doctoral Thesis

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