Christopher Holmes

21 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-6667-4943

The Alan Turing Institute

Publications

• Causal Falsification of Digital Twins — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Semiparametric posterior corrections — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
• Bayesian Lesion Estimation with a Structured Spike-and-Slab Prior — Journal of the American Statistical Association 2024
• Authors' reply to the Discussion of ‘Martingale Posterior Distributions’ — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Martingale posterior distributions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• On the marginal likelihood and cross-validation — Biometrika 2020
• A framework for adaptive MCMC targeting multimodal distributions — The Annals of Statistics 2020
• General Bayesian updating and the loss-likelihood bootstrap — Biometrika 2019
• Multiscale blind source separation — The Annals of Statistics 2018
• On Markov chain Monte Carlo methods for tall data — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• A general framework for updating belief distributions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Statistical Inference in Hidden Markov Models Usingk-Segment Constraints — Journal of the American Statistical Association 2016
• A decision-theoretic approach for segmental classification — The Annals of Applied Statistics 2013
• Bayesian non-parametric hidden Markov models with applications in genomics — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2011
• Population-Based Reversible Jump Markov Chain Monte Carlo — Biometrika 2007
• Spatially adaptive smoothing splines — Biometrika 2006
• A Quantitative Study of Gene Regulation Involved in the Immune Response of Anopheline Mosquitoes — Journal of the American Statistical Association 2006
• Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes — Journal of the American Statistical Association 2005
• Generalized Nonlinear Modeling With Multivariate Free-Knot Regression Splines — Journal of the American Statistical Association 2003
• A probabilistic nearest neighbour method for statistical pattern recognition — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2002
• Bayesian regression with multivariate linear splines — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001