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Research

Professor Chris Sherlock

Senior Lecturer

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  1. 2025
  2. Forthcoming

    Fast return level estimates for flood insurance via an improved Bennett inequality for random variables with differing upper bounds

    Barlow, A. M. & Sherlock, C., 22/05/2025, (Accepted/In press) In: Annals of Applied Statistics.

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

  3. Published

    Scalable Monte Carlo for Bayesian Learning

    Fearnhead, P., Nemeth, C., Oates, C. J. & Sherlock, C., 5/05/2025, Cambridge: Cambridge University Press. ( Institute of Mathematical Statistics Monographs)

    Research output: Book/Report/Proceedings › Book

  4. Forthcoming

    Bayesian inference for the Markov-modulated Poisson process with an outcome process

    Luo, Y. & Sherlock, C., 3/03/2025, (Accepted/In press) In: Journal of the Royal Statistical Society: Series C (Applied Statistics).

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

  5. 2024
  6. E-pub ahead of print

    Scalable couplings for the random walk Metropolis algorithm

    Papp, T. & Sherlock, C., 16/12/2024, (E-pub ahead of print) In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). qkae113.

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

  7. Published

    Tamás P. Papp, Paul Fearnhead and Chris Sherlock's contribution to the discussion of “the Discussion Meeting on Probabilistic and statistical aspects of machine learning”

    Papp, T. P., Fearnhead, P. & Sherlock, C., 12/04/2024, In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). 86, 2, p. 327-328 2 p.

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

  8. 2023
  9. 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/Magazine › Journal article › peer-review

  10. Published

    The Apogee to Apogee Path Sampler

    Sherlock, C., Urbas, S. & Ludkin, M., 2/10/2023, In: Journal of Computational and Graphical Statistics. 32, 4, p. 1436-1446 11 p.

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

  11. Published

    Accelerating inference for stochastic kinetic models

    Lowe, T. E., Golightly, A. & Sherlock, C., 30/09/2023, In: Computational Statistics and Data Analysis. 185, 21 p., 107760.

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

  12. Published

    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

  13. Published

    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

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