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Professor Chris Sherlock

Senior Lecturer

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  1. E-pub ahead of print

    Efficient sampling of conditioned Markov jump processes

    Golightly, A. & Sherlock, C. G., 13/02/2019, (E-pub ahead of print) In: Statistics and Computing. 15 p.

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

  2. 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

  3. Published

    Efficiency of delayed-acceptance random walk Metropolis algorithms

    Sherlock, C. G., Thiery, A. & Golightly, A., 3/07/2019, In: arXiv. 36 p.

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

  4. Published

    Efficiency of delayed-acceptance random walk Metropolis algorithms

    Sherlock, C., Thiery, A. & Golightly, A., 15/10/2021, In: Annals of Statistics. 49, 5, p. 2972-2990 19 p.

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

  5. Published

    Direct statistical inference for finite Markov jump processes via the matrix exponential

    Sherlock, C., 31/12/2021, In: Computational Statistics. 36, 4, p. 2863-2887 25 p.

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

  6. 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

  7. E-pub ahead of print

    Bayesian inference for diffusion-driven, mixed-effects models

    Whitaker, G. A., Golightly, A., Boys, R. J. & Sherlock, C. G., 30/09/2016, (E-pub ahead of print) In: Bayesian Analysis. 12, 2, p. 435-463 29 p.

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

  8. Published

    Augmented pseudo-marginal Metropolis-Hastings for partially observed diffusion processes

    Golightly, A. & Sherlock, C., 15/02/2022, In: Statistics and Computing. 32, 18 p., 21.

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

  9. 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

  10. 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/Magazine › Journal article › peer-review

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