CS
Chris Sherlock
stat.COstat.MEmath.STstat.THstat.APstat.MLmath.PRclinical trial recruitmentDrug Resistance, BacterialAdaptive Markov chain Monte Carlo sampling
On Valency
published · living versionsW_sk6mwfna·v1 · currentpublished
Scalable Bayesian inference for time-discretised Markov jump processes via exchangeable particle Gibbs
with Lanya Yang, Lloyd A. C. Chapman
1 version
Preprints & journals
47 papers in the corpus · 2000–2026Robust, partially alive particle Metropolis-Hastings via the Frankenfilter2601.23173v3 · Chris Sherlock, Andrew Golightly, Anthony Lee2026 · 0 citationsarXiv
Nested ensemble Kalman filter for static parameter inference in nonlinear state-space models2511.21497v2 · Andrew Golightly, Sarah E. Heaps, Chris Sherlock et al.2025 · 0 citationsarXiv
MCMC for State Space models2510.04932v1 · Paul Fearnhead, Chris Sherlock2025 · 0 citationsarXiv
Variance bounds and robust tuning for pseudo-marginal Metropolis--Hastings algorithms2411.10785v1 · Chris Sherlock2024 · 0 citationsarXiv
Bayesian inference for the Markov-modulated Poisson process with an outcome process2408.15314v2 · Yu Luo, Chris Sherlock2024 · 1 citationJournal of the Royal Statistical Society: Series C (Applied Statistics), 2025
Metropolis--Hastings with Scalable Subsampling2407.19602v2 · Estevao Prado, Christopher Nemeth, Chris Sherlock2024 · 0 citationsarXiv
Scalable Monte Carlo for Bayesian Learning2407.12751v1 · Paul Fearnhead, Christopher Nemeth, Chris J. Oates et al.2024 · 2 citationsarXiv
Fast return-level estimates for flood insurance via an improved Bennett inequality for random variables with differing upper bounds2311.10001v3 · Anna Maria Barlow, Chris Sherlock2023 · 0 citationsarXiv
Scalable couplings for the random walk Metropolis algorithm2211.12585v3 · Tam'as P. Papp, Chris Sherlock2022 · 0 citationsJ. R. Stat. Soc. B, 87(3): 772-295 (2025)
SwISS: A Scalable Markov chain Monte Carlo Divide-and-Conquer Strategy2208.04080v1 · Callum Vyner, Christopher Nemeth, Chris Sherlock2022 · 8 citationsarXiv
Accelerating inference for stochastic kinetic models2206.02644v3 · Tom E. Lowe, Andrew Golightly, Chris Sherlock2022 · 4 citationsarXiv
Interim recruitment prediction for multi-center clinical trials.32978616 · Urbas, Szymon, Sherlock, Chris, Metcalfe, Paul2022 · 17 citationsBiostatistics (Oxford, England). 2022;23(2):485-506
Centered plug-in estimation of Wasserstein distances2203.11627v2 · Tam'as P. Papp, Chris Sherlock2022 · 1 citationarXiv
The Apogee to Apogee Path Sampler2112.08187v3 · Chris Sherlock, Szymon Urbas, Matthew Ludkin2021 · 0 citationsarXiv
Recruitment prediction for multicenter clinical trials based on a hierarchical Poisson-gamma model: Asymptotic analysis and improved intervals.33604911 · Mountain, Rachael, Sherlock, Chris2022 · 7 citationsBiometrics. 2022;78(2):636-648
Direct statistical inference for finite Markov jump processes via the matrix exponential.33897113 · Sherlock, Chris2022 · 14 citationsComputational statistics. 2021;36(4):2863-2887
Augmented pseudo-marginal Metropolis-Hastings for partially observed diffusion processes2009.05318v2 · Andrew Golightly, Chris Sherlock2020 · 3 citationsarXiv
Recruitment prediction for multi-centre clinical trials based on a hierarchical Poisson-gamma model: asymptotic analysis and improved intervals1912.09790v2 · Rachael Mountain, Chris Sherlock2019 · 0 citationsarXiv
Exact Bayesian inference for discretely observed Markov Jump Processes using finite rate matrices2001.02168v2 · Chris Sherlock, Andrew Golightly2019 · 3 citationsarXiv
Interim recruitment prediction for multi-centre clinical trials1910.07965v4 · Szymon Urbas, Chris Sherlock, Paul Metcalfe2019 · 1 citationarXiv
Hug and Hop: a discrete-time, non-reversible Markov chain Monte-Carlo algorithm1907.13570v3 · Matthew Ludkin, Chris Sherlock2019 · 3 citationsarXiv
Efficient sampling of conditioned Markov jump processes1809.07139v2 · Andrew Golightly, Chris Sherlock2018 · 14 citationsarXiv
Reversible Markov chains: variational representations and ordering1809.01903v2 · Chris Sherlock2018 · 1 citationarXiv
Model-based inference of conditional extreme value distributions with hydrological applications1805.09579v2 · Ross Towe, Jonathan Tawn, Rob Lamb et al.2018 · 24 citationsarXiv
Motor Unit Number Estimation via Sequential Monte Carlo1804.03963v1 · Simon Taylor, Chris Sherlock, Gareth Ridall et al.2018 · 1 citationarXiv
A Discrete Bouncy Particle Sampler1707.05200v4 · Chris Sherlock, Alexandre H. Thiery2017 · 10 citationsarXiv
Variance bounding of delayed-acceptance kernels1706.02142v4 · Chris Sherlock, Anthony Lee2017 · 2 citationsarXiv
Pseudo-marginal Metropolis--Hastings using averages of unbiased estimators1610.09788v1 · Chris Sherlock, Alexandre Thiery, Anthony Lee2016 · 0 citationsarXiv
Merging MCMC Subposteriors through Gaussian-Process Approximations1605.08576v2 · Christopher Nemeth, Chris Sherlock2016 · 40 citationsarXiv
Residual-Bridge Constructs for Conditioned Diffusions1602.04439v2 · Sean Malory, Chris Sherlock2016 · 0 citationsarXiv
Improved bridge constructs for stochastic differential equations1509.09120v2 · Gavin A. Whitaker, Andrew Golightly, Richard J. Boys et al.2015 · 32 citationsarXiv
Adaptive, delayed-acceptance MCMC for targets with expensive likelihoods1509.00172v2 · Chris Sherlock, Andrew Golightly, Daniel A. Henderson2015 · 43 citationsarXiv
Bayesian inference for diffusion driven mixed-effects models1507.06807v2 · Gavin A. Whitaker, Andrew Golightly, Richard J. Boys et al.2015 · 5 citationsarXiv
Efficiency of delayed-acceptance random walk Metropolis algorithms1506.08155v3 · Chris Sherlock, Alexandre Thiery, Andrew Golightly2015 · 6 citationsarXiv
Impaired performance on advanced Theory of Mind tasks in children with epilepsy is related to poor communication and increased attention problems.25601584 · Lunn, Judith, Lewis, Charlie, Sherlock, Christopher2015 · 27 citationsEpilepsy & behavior : E&B. 2015;43:109-16
Particle Metropolis-adjusted Langevin algorithms1412.7299v3 · Christopher Nemeth, Chris Sherlock, Paul Fearnhead2014 · 28 citationsarXiv
Idiopathic focal eosinophilic enteritis (IFEE), an emerging cause of abdominal pain in horses: the effect of age, time and geographical location on risk.25463382 · Archer, Debra C, Costain, Deborah A, Sherlock, Chris2015 · 23 citationsPloS one. 2014;9(12):e112072
Bayesian Inference for Hybrid Discrete-Continuous Stochastic Kinetic Models1402.6602v1 · Chris Sherlock, Andrew Golightly, Colin Gillespie2014 · 18 citationsarXiv
On the efficiency of pseudo-marginal random walk Metropolis algorithms1309.7209v3 · Chris Sherlock, Alexandre H. Thiery, Gareth O. Roberts et al.2013 · 158 citationsAnnals of Statistics 2015, Vol. 43, No. 1, 238-275
Langevin diffusions and the Metropolis-adjusted Langevin algorithm1309.2983v1 · Tatiana Xifara, Chris Sherlock, Samuel Livingstone et al.2013 · 92 citationsStatistics & Probability Letters. Volume 91, August 2014, pages 14-19
A coupled hidden Markov model for disease interactions.24223436 · Sherlock, Chris, Xifara, Tatiana, Telfer, Sandra et al.2021 · 35 citationsJournal of the Royal Statistical Society. Series C, Applied statistics. 2013;62(4):609-627
Inference for reaction networks using the Linear Noise Approximation1205.6920v2 · Paul Fearnhead, Vasileios Giagos, Chris Sherlock2012 · 86 citationsarXiv
Spatial and temporal patterns in antimicrobial resistance of Salmonella Typhimurium in cattle in England and Wales.22214772 · Cox, R, Su, T, Clough, H et al.2012 · 8 citationsEpidemiology and infection. 2012;140(11):2062-73
The prevalence of antimicrobial-resistant Escherichia coli in sympatric wild rodents varies by season and host.21255210 · Williams, N J, Sherlock, C, Jones, T R et al.2015 · 39 citationsJournal of applied microbiology. 2011;110(4):962-70
The Random Walk Metropolis: Linking Theory and Practice Through a Case Study1011.6217v1 · Chris Sherlock, Paul Fearnhead, Gareth O. Roberts2010 · 101 citationsStatistical Science 2010, Vol. 25, No. 2, 172-190
Optimal scaling of the random walk Metropolis on elliptically symmetric unimodal targets0909.0856v1 · Chris Sherlock, Gareth Roberts2009 · 77 citationsBernoulli 2009, Vol. 15, No. 3, 774-798
Pseudo-outbreak of Pseudomonas putida in a hospital outpatient clinic originating from a contaminated commercial anti-fog solution--Vancouver, British Columbia.11107658 · Romney, M, Sherlock, C, Stephens, G et al.2000 · 12 citationsCanada communicable disease report = Releve des maladies transmissibles au Canada. 2000;26(21):183-4
Career total: 64 works. 47 are in this corpus.
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