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Professor Chris Sherlock

Senior Lecturer

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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/Magazine › Journal article › peer-review

  7. 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

  8. 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

  9. Published

    A discrete bouncy particle sampler

    Sherlock, C. & Thiery, A., 1/06/2022, In: Biometrika. 109, 2, p. 335-349 15 p.

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

  10. 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

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