Publications
Journal articles, preprints and software, listed most recent first.
Journal articles & preprints
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2026
J. Corneck, E.A.K. Cohen, J.S. Martin, L. Patel, K.W. Shuler and F. Sanna Passino. Simultaneous global and local clustering in multiplex networks with covariate information. Journal of Complex Networks, 14(1). paper · code
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2025
J.J. Pypkowski, A.M. Sykulski, J.S. Martin and B.P. Marchant. The Whittle likelihood for mixed models with application to groundwater level time series. Preprint, arXiv:2512.20810. preprint
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2025
J.J. Pypkowski, A.M. Sykulski and J.S. Martin. Isotropy testing in spatial point patterns: nonparametric versus parametric replication under misspecification. Spatial Statistics, 67, 100898. paper · code
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2025
J. Corneck, E.A.K. Cohen, J.S. Martin and F. Sanna Passino. Online Bayesian changepoint detection for network Poisson processes with community structure. Statistics and Computing, 35:75. paper · code
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2023
J.S. Martin, D.J. Murrell and S.C. Olhede. Multivariate Geometric Anisotropic Cox Processes. Scandinavian Journal of Statistics, 50(3): 1420–1465. paper · code · poster
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2014
J.S. Martin, A. Jasra, S.S. Singh, N. Whiteley, P. Del Moral and E. McCoy. Approximate Bayesian Computation for Smoothing. Stochastic Analysis and Applications, 32(3): 397–420. paper
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2013
J.S. Martin, A. Jasra and E. McCoy. Inference for a Class of Partially Observed Point Process Models. Annals of the Institute of Statistical Mathematics, 65(3): 413–437. paper
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2012
A. Jasra, S.S. Singh, J.S. Martin and E. McCoy. Filtering via approximate Bayesian computation. Statistics and Computing, 22(6): 1223–1237. paper
Some older papers sit behind a publisher paywall. If you don't have access, get in touch and I can send you a copy.
Software
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2026
Elemental Power Ltd. EPOCH: Elemental Power Optimiser with Clean Heat. github.com/ElementalPower-Ltd/EPOCH