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Publications & Outputs

  1. Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise

    Romano, G., Rigaill, G., Runge, V. & Fearnhead, P., 18/05/2021, In: Journal of the American Statistical Association.

    Research output: Contribution to journalJournal articlepeer-review

  2. Quasi-stationary Monte Carlo and the ScaLE Algorithm

    Pollock, M., Fearnhead, P., Johansen, A. M. & Roberts, G. O., 1/12/2020, In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). 82, 5, p. 1167-1221 55 p.

    Research output: Contribution to journalJournal articlepeer-review

  3. Reversible Jump PDMP Samplers for Variable Selection

    Chevallier, A., Fearnhead, P. & Sutton, M., 22/10/2020, In: arxiv.org.

    Research output: Contribution to journalJournal article

  4. Motor unit number estimation via sequential Monte Carlo

    Taylor, S., Sherlock, C., Ridall, G. & Fearnhead, P., 1/04/2020, In: Computational Statistics and Data Analysis. 144, 16 p., 106845.

    Research output: Contribution to journalJournal articlepeer-review

  5. Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data

    Hocking, T. D., Rigaill, G., Fearnhead, P. & Bourque, G., 31/03/2020, In: Journal of Machine Learning Research. 21, p. 1-40 40 p.

    Research output: Contribution to journalJournal articlepeer-review

  6. Pseudo-extended Markov chain Monte Carlo

    Nemeth, C., Lindsten, F., Filippone, M. & Hensman, J., 8/12/2019, p. 1-11. 11 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  7. sgmcmc: An R Package for Stochastic Gradient Markov Chain Monte Carlo

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C. J., 31/10/2019, In: Journal of Statistical Software. 91, 3, p. 1-27 27 p.

    Research output: Contribution to journalJournal articlepeer-review

  8. Evaluation of extremal properties of GARCH(p,q) processes

    Laurini, F., Fearnhead, P. & Tawn, J. A., 19/08/2019, In: arxiv.org.

    Research output: Contribution to journalJournal article

  9. Efficient Parameter Estimation of Sampled Random Fields

    Guillaumin, A. P., Sykulski, A. M., Olhede, S. C. & Simons, F. J., 4/07/2019, In: arXiv. 35 p.

    Research output: Contribution to journalJournal article

  10. Detecting changes in slope with an L0 penalty

    Fearnhead, P., Maidstone, R. & Letchford, A., 1/06/2019, In: Journal of Computational and Graphical Statistics. 28, 2, p. 265-275 11 p.

    Research output: Contribution to journalJournal articlepeer-review

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