Items where Author is "Fearnhead, Paul"

Rimella, Lorenzo and Jewell, Chris and Fearnhead, Paul (2025) Simulation based composite likelihood. Statistics and Computing, 35 (3): 58. ISSN 0960-3174

Aicher, Christopher and Putcha, Srshti and Nemeth, Christopher and Fearnhead, Paul and Fox, Emily B. (2025) Stochastic Gradient MCMC for Nonlinear State Space Models*. Bayesian Analysis, 20 (1). pp. 1385-1407. ISSN 1936-0975

Ward, Kes and Dilillo, Giuseppe and Eckley, Idris and Fearnhead, Paul (2025) Poisson-FOCuS : An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection. Rejoinder. Journal of the American Statistical Association, 120 (549). pp. 34-37. ISSN 0162-1459

Chevallier, Augustin and Power, Sam and Wang, Andi Q. and Fearnhead, Paul (2024) PDMP Monte Carlo methods for piecewise-smooth densities. Advances in Applied Probability, 56 (4). pp. 1153-1194. ISSN 0001-8678

Fisch, Alex and Grose, Daniel and Eckley, Idris A. and Fearnhead, Paul and Bardwell, Lawrence (2024) anomaly: Detection of Anomalous Structure in Time Series Data. Journal of Statistical Software, 110 (1): 1. pp. 1-24. ISSN 1548-7660

Cho, Haeran and Maeng, Hyeyoung and Eckley, Idris A. and Fearnhead, Paul (2024) High-dimensional time series segmentation via factor-adjusted vector autoregressive modelling. Journal of the American Statistical Association, 119 (547). pp. 2038-2050. ISSN 0162-1459

Yang, Ziyang and Eckley, Idris A. and Fearnhead, Paul (2024) A communication-efficient, online changepoint detection method for monitoring distributed sensor networks. Statistics and Computing, 34 (3): 115. ISSN 0960-3174

Grose, Daniel and Fearnhead, Paul (2024) cpop: Detecting changes in piecewise-linear signals. Journal of Statistical Software, 109 (7): 7. pp. 1-30. ISSN 1548-7660

Li, Jie and Fearnhead, Paul and Fryzlewicz, Piotr and Wang, Tengyao (2024) Authors’ reply to the Discussion of ‘Automatic Change-Point Detection in Time Series via Deep Learning’ at the Discussion Meeting on ‘Probabilistic and statistical aspects of machine learning’. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 86 (2). pp. 332-334. ISSN 1369-7412

Li, Jie and Fearnhead, Paul and Fryzlewicz, Piotr and Wang, Tengyao (2024) Automatic Change-Point Detection in Time Series via Deep Learning. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 86 (2). pp. 273-285. ISSN 1369-7412

Papp, Tamás P and Fearnhead, Paul and Sherlock, Chris (2024) Tamás P. Papp, Paul Fearnhead and Chris Sherlock's contribution to the discussion of “the Discussion Meeting on Probabilistic and statistical aspects of machine learning”. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 86 (2). pp. 327-328. ISSN 1369-7412

Rimella, Lorenzo and Jewell, Christopher and Fearnhead, Paul (2024) Approximating optimal SMC proposal distributions in individual-based epidemic models. Statistica Sinica, 34 (Online): 6. ISSN 1017-0405

Ward, Kes and Romano, Gaetano and Eckley, Idris and Fearnhead, Paul (2024) A constant-per-iteration likelihood ratio test for online changepoint detection for exponential family models. Statistics and Computing, 34 (3): 99. ISSN 0960-3174

Putcha, Srshti and Fearnhead, Paul and Nemeth, Christopher (2024) Scalable Bayesian Inference Using Stochastic Gradient Markov Chain Monte Carlo. PhD thesis, Lancaster University.

Dilillo, Giuseppe and Ward, Kes and Eckley, Idris A. and Fearnhead, Paul and Crupi, Riccardo and Evangelista, Yuri and Vacchi, Andrea and Fiore, Fabrizio (2024) Gamma-Ray Burst Detection with Poisson-FOCuS and Other Trigger Algorithms. The Astrophysical Journal, 962 (2): 137. ISSN 0004-637X

Romano, Gaetano and Eckley, Idris and Fearnhead, Paul (2024) A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning. IEEE Transactions on Signal Processing, 72. 594 - 606. ISSN 1053-587X

Pishchagina, Liudmila and Romano, Gaetano and Fearnhead, Paul and Runge, Vincent and Rigaill, Guillem (2023) Online Multivariate Changepoint Detection : Leveraging Links With Computational Geometry. Other. Arxiv.

Agarwal, Gaurav and Eckley, Idris A. and Fearnhead, Paul (2023) Semiparametric detection of changepoints in location, scale, and copula. Statistical Analysis and Data Mining: The ASA Data Science Journal, 16 (5). pp. 456-473.

Sutton, Matthew and Fearnhead, Paul (2023) Concave-Convex PDMP-based sampling. Journal of Computational and Graphical Statistics, 32 (4). ISSN 1061-8600

Chevallier, Augustin and Fearnhead, Paul and Sutton, Matthew (2023) Reversible Jump PDMP Samplers for Variable Selection. Journal of the American Statistical Association, 118 (544). pp. 2915-2927. ISSN 0162-1459

Maeng, Hyeyoung and Eckley, Idris and Fearnhead, Paul (2023) Collective Anomaly Detection in High-Dimensional Var Models. Statistica Sinica, 33 (1603-1). pp. 1603-1627. ISSN 1017-0405

Putcha, Srshti and Nemeth, Christopher and Fearnhead, Paul (2023) Preferential Subsampling for Stochastic Gradient Langevin Dynamics. Proceedings of Machine Learning Research, 206. pp. 8837-8856. ISSN 2640-3498

Romano, Gaetano and Eckley, Idris A and Fearnhead, Paul and Rigaill, Guillem (2023) Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics. Journal of Machine Learning Research, 24. pp. 1-36. ISSN 1532-4435

Runge, Vincent and Hocking, Toby Dylan and Romano, Gaetano and Afghah, Fatemeh and Fearnhead, Paul and Rigaill, Guillem (2023) gfpop : An R Package for Univariate Graph-Constrained Change-Point Detection. Journal of Statistical Software, 106 (6). 1–39. ISSN 1548-7660

Austin, Edward and Romano, Gaetano and Eckley, Idris and Fearnhead, Paul (2023) Online non-parametric changepoint detection with application to monitoring operational performance of network devices. Computational Statistics and Data Analysis, 177: 107551. ISSN 0167-9473

Carrington, Rachel and Fearnhead, Paul (2023) Improving Power by Conditioning on Less in Post-selection Inference for Changepoints. Other. Arxiv.

Romano, Gaetano and Rigaill, Guillem and Runge, Vincent and Fearnhead, Paul (2022) Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise. Journal of the American Statistical Association, 117 (540). pp. 2147-2162. ISSN 0162-1459

Laurini, Fabrizio and Fearnhead, Paul and Tawn, Jonathan (2022) Limit theory and robust evaluation methods for the extremal properties of GARCH(p, q) processes. Statistics and Computing, 32 (6). ISSN 0960-3174

Fearnhead, Paul and Fryzlewicz, Piotr (2022) Detecting A Single Change-point. Other. Arxiv.

Jewell, Sean and Fearnhead, Paul and Witten, Daniela (2022) Testing for a Change in Mean After Changepoint Detection. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 84 (4). pp. 1082-1104. ISSN 1369-7412

Sutton, Matthew and Salomone, Robert and Chevallier, Augustin and Fearnhead, Paul (2022) Continuously-Tempered PDMP samplers. Advances in Neural Information Processing Systems, 35 (28293-). ISSN 1049-5258 (In Press)

Fisch, Alexander T. M. and Eckley, Idris A. and Fearnhead, Paul (2022) A linear time method for the detection of collective and point anomalies. Statistical Analysis and Data Mining, 15 (4). pp. 494-508. ISSN 1932-1864

Zheng, Chao and Eckley, Idris and Fearnhead, Paul (2022) Consistency of a range of penalised cost approaches for detecting multiple changepoints. Electronic Journal of Statistics, 16 (2). pp. 4497-4546. ISSN 1935-7524

Grose, Daniel and Fearnhead, Paul (2022) cpop: Detection of Multiple Changes in Slope in Univariate Time-Series. CRAN, https://CRAN.R-project.org/package=cpop.

Tveten, Martin and Eckley, Idris and Fearnhead, Paul (2022) Scalable change-point and anomaly detection in cross-correlated data with an application to condition monitoring. Annals of Applied Statistics, 16 (2). pp. 721-743. ISSN 1932-6157

Fisch, Alex and Eckley, Idris and Fearnhead, Paul (2022) Subset Multivariate Collective And Point Anomaly Detection. Journal of Computational and Graphical Statistics, 31 (2). pp. 574-585. ISSN 1061-8600

Chevallier, Augustin and Cazals, Frédéric and Fearnhead, Paul (2022) Efficient computation of the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes. Proceedings of Machine Learning Research, 151. pp. 10146-10160. ISSN 1938-7228

Hocking, Toby Dylan and Rigaill, Guillem and Fearnhead, Paul and Bourque, Guillaume (2022) Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data. Journal of Statistical Software, 101 (10). ISSN 1548-7660

Fisch, Alex and Eckley, Idris and Fearnhead, Paul (2022) Innovative and Additive Outlier Robust Kalman Filtering with a Robust Particle Filter. IEEE Transactions on Signal Processing, 70. pp. 47-56. ISSN 1053-587X

Mantziou, Anastasia and Lunagomez Coria, Simon and Mitra, Robin and Fearnhead, Paul (2022) Bayesian Modelling and Inference for Multiple Network Data. PhD thesis, Lancaster University.

Romano, Gaetano and Fearnhead, Paul and Eckley, Idris (2021) Novel Methods for Efficient Changepoint Detection. PhD thesis, Lancaster University.

Grose, Daniel and Fearnhead, Paul (2021) crops: Changepoints for a Range of Penalties (CROPS). CRAN.

Romano, Gaetano and Eckley, Idris and Fearnhead, Paul and Rigaill, Guillem (2021) Fast Online Changepoint Detection via Functional Pruning CUSUM statistics. arxiv.org.

Nemeth, Christopher and Fearnhead, Paul (2021) Stochastic gradient Markov chain Monte Carlo. Journal of the American Statistical Association, 1116 (533). pp. 433-450. ISSN 0162-1459

Pollock, Murray and Fearnhead, Paul and Johansen, Adam M. and Roberts, Gareth O. (2020) Quasi-stationary Monte Carlo and the ScaLE Algorithm. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 82 (5). pp. 1167-1221. ISSN 1369-7412

Fearnhead, Paul and Rigaill, Guillem (2020) Relating and Comparing Methods for Detecting Changes in Mean. Stat, 9 (1): e291. ISSN 2049-1573

Hahn, Georg and Fearnhead, Paul and Eckley, Idris (2020) BayesProject : Fast computation of a projection direction for multivariate changepoint detection. Statistics and Computing, 30. 1691–1705. ISSN 0960-3174

Lowther, Aaron and Fearnhead, Paul and Nunes, Matthew and Jensen, Kjeld (2020) Semi-automated simultaneous predictor selection for regression-SARIMA models. Statistics and Computing, 30. 1759–1778. ISSN 0960-3174

Taylor, Simon and Sherlock, Chris and Ridall, Gareth and Fearnhead, Paul (2020) Motor unit number estimation via sequential Monte Carlo. Computational Statistics and Data Analysis, 144: 106845. ISSN 0167-9473

Tickle, Sam and Eckley, Idris and Fearnhead, Paul and Haynes, Kaylea (2020) Parallelization of a Common Changepoint Detection Method. Journal of Computational and Graphical Statistics, 29 (1). pp. 149-161. ISSN 1061-8600

Hocking, Toby Dylan and Rigaill, Guillem and Fearnhead, Paul and Bourque, Guillaume (2020) Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data. Journal of Machine Learning Research, 21. pp. 1-40. ISSN 1532-4435

Lowther, Aaron and Fearnhead, Paul and Nunes, Matthew and Jensen, Kjeld (2020) Multivariate response predictor selection methods : with applications to telecommunications time series data. PhD thesis, Lancaster University.

Tickle, Sam and Fearnhead, Paul and Eckley, Idris (2020) Changepoint detection for data intensive settings. PhD thesis, Lancaster University.

Fisch, Alex and Eckley, Idris and Fearnhead, Paul (2020) Novel methods for anomaly detection. PhD thesis, Lancaster University.

Fisch, Alex and Grose, Daniel and Eckley, Idris and Fearnhead, Paul and Bardwell, Lawrence (2020) RobKF: Innovative and/or Additive Outlier Robust Kalman Filtering. UNSPECIFIED.

Baker, Jack and Fearnhead, Paul and Fox, Emily B. and Nemeth, Christopher John (2019) sgmcmc : An R Package for Stochastic Gradient Markov Chain Monte Carlo. Journal of Statistical Software, 91 (3). pp. 1-27. ISSN 1548-7660

Laurini, Fabrizio and Fearnhead, Paul and Tawn, Jonathan A. (2019) Evaluation of extremal properties of GARCH(p,q) processes. arxiv.org.

Fearnhead, Paul and Maidstone, Robert and Letchford, Adam (2019) Detecting changes in slope with an L0 penalty. Journal of Computational and Graphical Statistics, 28 (2). pp. 265-275. ISSN 1061-8600

Baker, Jack and Fearnhead, Paul and Fox, Emily B. and Nemeth, Christopher (2019) Control variates for stochastic gradient MCMC. Statistics and Computing, 29 (3). pp. 599-615. ISSN 0960-3174

Fearnhead, Paul and Rigaill, Guillem (2019) Changepoint Detection in the Presence of Outliers. Journal of the American Statistical Association, 114 (525). pp. 169-183. ISSN 0162-1459

Bierkens, Joris and Fearnhead, Paul and Roberts, Gareth (2019) The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data. Annals of Statistics, 47 (3). pp. 1288-1320. ISSN 0090-5364

Jewell, Sean and Hocking, Toby Dylan and Fearnhead, Paul and Witten, Daniela (2019) Fast Nonconvex Deconvolution of Calcium Imaging Data. Biostatistics, 21 (4). ISSN 1465-4644

Aicher, Christopher and Putcha, Srshti and Nemeth, Christopher and Fearnhead, Paul and Fox, Emily B. (2019) Stochastic Gradient MCMC for Nonlinear State Space Models. arXiv.

Baker, Jack and Fearnhead, Paul and Nemeth, Christopher and Fox, Emily B (2019) Large-scale Bayesian computation using Stochastic Gradient Markov Chain Monte Carlo. PhD thesis, Lancaster University.

Baker, Jack and Fearnhead, Paul and Fox, Emily B and Nemeth, Christopher (2018) Large-Scale Stochastic Sampling from the Probability Simplex. In: 32nd Neural Information Processing Systems Conference (NIPS 2018), 2018-12-03 - 2018-12-08, Palais des Congrès de Montréal.

Grose, Daniel and Fearnhead, Paul and Eckley, Idris and Bardwell, Lawrence (2018) changepoint.mv: Changepoint Analysis for Multivariate Time Series. UNSPECIFIED.

Fisch, Alex and Grose, Daniel and Eckley, Idris and Fearnhead, Paul (2018) anomaly: An R package for detecting anomalies in data. UNSPECIFIED.

Fisch, Alexander Tristan Maximilian and Eckley, Idris Arthur and Fearnhead, Paul (2018) A linear time method for the detection of point and collective anomalies. arXiv.

Li, Wentao and Fearnhead, Paul (2018) Convergence of regression-adjusted approximate Bayesian computation. Biometrika, 105 (2). pp. 301-318. ISSN 0006-3444

Li, Wentao and Fearnhead, Paul (2018) On the asymptotic efficiency of approximate Bayesian computation estimators. Biometrika, 105 (2). pp. 285-299. ISSN 0006-3444

Bierkens, Joris and Bouchard-Côté, Alexandre and Doucet, Arnaud and Duncan, Andrew B. and Fearnhead, Paul and Lienart, Thibaut and Roberts, Gareth and Vollmer, Sebastian J. (2018) Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains. Statistics and Probability Letters, 136. pp. 148-154. ISSN 0167-7152

Fearnhead, Paul and Künsch, Hans (2018) Particle Filters and Data Assimilation. Annual Review of Statistics and Its Application, 5. pp. 421-449. ISSN 2326-8298

Fearnhead, Paul (2018) Asymptotics of ABC. In: Handbook of Approximate Bayesian Computation :. CRC Press, pp. 269-288. ISBN 9781439881507

Bardwell, Lawrence and Fearnhead, Paul and Eckley, Idris (2018) Efficient search methods for high dimensional time-series. PhD thesis, Lancaster University.

Haynes, Kaylea and Fearnhead, Paul and Eckley, Idris A. (2017) A computationally efficient nonparametric approach for changepoint detection. Statistics and Computing, 27 (5). pp. 1293-1305. ISSN 0960-3174

Edwards, James and Fearnhead, Paul and Glazebrook, Kevin David (2017) On the identification and mitigation of weaknesses in the Knowledge Gradient policy for multi-armed bandits. Probability in the Engineering and Informational Sciences, 31 (2). pp. 239-263. ISSN 0269-9648

Haynes, Kaylea and A. Eckley, Idris and Fearnhead, Paul (2017) Computationally efficient changepoint detection for a range of penalties. Journal of Computational and Graphical Statistics, 26 (1). pp. 134-143. ISSN 1061-8600

Bardwell, Lawrence and Fearnhead, Paul (2017) Bayesian detection of abnormal segments in multiple time series. Bayesian Analysis, 12 (1). pp. 193-218. ISSN 1936-0975

Kereszturi, Monika and Tawn, Jonathan and Jonathan, Philip and Fearnhead, Paul (2017) Assessing and modelling extremal dependence in spatial extremes. PhD thesis, Lancaster University.

Haynes, Kaylea and Fearnhead, Paul and Eckley, Idris (2017) Detecting abrupt changes in big data. PhD thesis, Lancaster University.

Turner, Lisa and Fearnhead, Paul and Glazebrook, Kevin (2017) Inference and decision making in large weakly dependent graphical models. PhD thesis, Lancaster University.

Fearnhead, Paul and Meligkotsidou, Loukia (2016) Augmentation schemes for particle MCMC. Statistics and Computing, 26 (6). pp. 1293-1306. ISSN 0960-3174

Maidstone, Robert and Fearnhead, Paul and Letchford, Adam (2016) Efficient analysis of complex changepoint problems. PhD thesis, Lancaster University.

Nemeth, Christopher and Fearnhead, Paul and Mihaylova, Lyudmila Stoyanova (2016) Particle approximations of the score and observed information matrix for parameter estimation in state space models with linear computational cost. Journal of Computational and Graphical Statistics, 25 (4). pp. 1138-1157. ISSN 1061-8600

Nemeth, Christopher and Sherlock, Christopher and Fearnhead, Paul (2016) Particle Metropolis-adjusted Langevin algorithms. Biometrika, 103 (3). pp. 701-717. ISSN 0006-3444

Turner, Lisa and Dimitrov, Nedialko B. and Fearnhead, Paul (2016) Bayes Linear Methods for Large-Scale Network Search. arxiv.org.

Maidstone, Robert and Hocking, Toby and Rigaill, Guillem and Fearnhead, Paul (2016) On optimal multiple changepoint algorithms for large data. Statistics and Computing. ISSN 0960-3174

Edwards, James and Glazebrook, Kevin and Fearnhead, Paul and Leslie, David (2016) Exploration and exploitation in Bayes sequential decision problems. PhD thesis, Lancaster University.

A. Jenkins, Paul and Fearnhead, Paul and S. Song, Yun (2015) Tractable diffusion and coalescent processes for weakly correlated loci. Electronic Journal of Probability, 20: 58. ISSN 1083-6489

Fearnhead, Paul and Yu, Shoukai and Biggs, Patrick and Holland, Barbara and French, Nigel (2015) Estimating the relative rate of recombination to mutation in bacteria from single-locus variants using composite likelihood methods. Annals of Applied Statistics, 9 (1). pp. 200-224. ISSN 1932-6157

Maidstone, Robert and Hocking, Toby and Rigaill, Guillem and Fearnhead, Paul (2014) On optimal multiple changepoint algorithms for large data. arxiv.org.

Nemeth, Christopher and Fearnhead, Paul and Mihaylova, Lyudmila (2014) Sequential Monte Carlo methods for state and parameter estimation in abruptly changing environments. IEEE Transactions on Signal Processing, 62 (5). pp. 1245-1255. ISSN 1053-587X

Nemeth, Christopher and Fearnhead, Paul (2014) Particle Metropolis adjusted Langevin algorithms for state space models. arxiv.org. (Unpublished)

Prangle, Dennis and Fearnhead, Paul and Cox, Murray and Biggs, Patrick and French, Nigel (2014) Semi-automatic selection of summary statistics for ABC model choice. Statistical Applications in Genetics and Molecular Biology, 13 (1). pp. 67-82. ISSN 2194-6302

Azadi, Nammam Ali and Fearnhead, Paul and Ridall, Gareth and Blok, Joleen H. (2014) Bayesian sequential experimental design for binary response data with application to electromyographic experiments. Bayesian Analysis. ISSN 1931-6690

Krzemieniewska, Karolina and Eckley, Idris and Fearnhead, Paul (2014) Classification of non‐stationary time series. Stat, 3 (1). pp. 144-157. ISSN 2049-1573

Fearnhead, Paul and Giagos, Vasileios and Sherlock, Christopher (2014) Inference for reaction networks using the linear noise approximation. Biometrics, 70. pp. 457-466. ISSN 0006-341X

Nemeth, Christopher and Fearnhead, Paul (2014) Parameter estimation for state space models using sequential Monte Carlo algorithms. PhD thesis, Lancaster University.

Taylor, Simon and Ridall, Gareth and Sherlock, Christopher and Fearnhead, Paul (2014) Particle learning approach to Bayesian model selection : an application from neurology. In: The contribution of young researchers to Bayesian statistics : Proceedings of BAYSM2013. Springer Proceedings in Mathematics and Statistics . Springer, pp. 165-167. ISBN 9783319020839

Sermaidis, Giorgos and Papaspiliopoulos, Omiros and Roberts, Gareth and Beskos, Alexandros and Fearnhead, Paul (2013) Markov chain Monte Carlo for exact inference for diffusions. Scandinavian Journal of Statistics, 40 (2). pp. 294-321. ISSN 0303-6898

Mohan, Vathsala and Stevenson, Mark and Marshall, Jonathan and Fearnhead, Paul and Holland, Barbara R. and Hotter, Grant and French, Nigel P. (2013) Campylobacter jejuni colonization and population structure in urban populations of ducks and starlings in New Zealand. Microbiologyopen, 2 (4). pp. 659-673.

Fearnhead, Paul and Taylor, Benjamin M. (2013) An adaptive sequential Monte Carlo sampler. Bayesian Analysis, 8 (2). pp. 411-438. ISSN 1931-6690

Nemeth, Christopher and Fearnhead, Paul and Mihaylova, Lyudmila and Vorley, D. (2012) Bearings-Only Tracking with Particle Filtering for Joint Parameter Learning and State Estimation. In: Information Fusion (FUSION), 2012 15th International Conference on :. IEEE, SGP, pp. 824-831. ISBN 9781467304177

Fearnhead, Paul and Prangle, Dennis (2012) Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation (with Discussion). Journal of the Royal Statistical Society: Series B (Statistical Methodology), 74 (3). pp. 419-474. ISSN 1369-7412

Yu, Shoukai and Fearnhead, Paul and Holland, Barbara R. and Biggs, Patrick and Maiden, Martin and French, Nigel (2012) Estimating the Relative Roles of Recombination and Point Mutation in the Generation of Single Locus Variants in Campylobacter jejuni and Campylobacter coli. Journal of Molecular Evolution, 74 (5-6). pp. 273-280. ISSN 0022-2844

Nemeth, Christopher and Fearnhead, Paul and Mihaylova, Lyudmila and Vorley, D. (2012) Particle Learning Methods for State and Parameter Estimation. In: Data Fusion & Target Tracking Conference (DF&TT 2012): Algorithms & Applications, 9th IET :. UNSPECIFIED, GBR. ISBN 978-1-84919-624-6

Killick, Rebecca and Fearnhead, Paul and Eckley, Idris (2012) Optimal detection of changepoints with a linear computational cost. Journal of the American Statistical Association, 107 (500). pp. 1590-1598. ISSN 0162-1459

Biggs, Patrick and Fearnhead, Paul and Hotter, Grant and Mohan, Vathsala and Collins-Emerson, Julie and Kwan, Errol and Besser, Thomas and Cookson, Adrian and Carter, Philip and French, Nigel (2011) Whole-genome comparison of two Campylobacter jejuni isolates of the same sequence type reveals multiple loci of different ancestral lineage. PLoS ONE, 6 (11): e27121.

Eckley, Idris A. and Fearnhead, Paul and Killick, Rebecca (2011) Analysis of changepoint models. In: Bayesian time-series models :. Cambridge University Press, Cambridge, pp. 203-224. ISBN 9780521196765

Fearnhead, Paul (2011) MCMC for state-space models. In: Handbook of Markov Chain Monte Carlo : methods and applications. Chapman & Hall/CRC Handbooks of Modern Statistical Methods . Chapman and Hall, London, pp. 513-529. ISBN 978-1420079418

Fearnhead, Paul and Liu, Zhen (2011) Efficient Bayesian analysis of multiple changepoint models with dependence across segments. Statistics and Computing, 21 (2). pp. 217-229. ISSN 0960-3174

Prangle, Dennis and Fearnhead, Paul (2011) Summary statistics and sequential methods for approximate Bayesian computation. PhD thesis, Lancaster University.

Taylor, Benjamin and Fearnhead, Paul (2011) Sequential methodology and applications in sports rating. PhD thesis, Lancaster University.

Larribe, Fabrice and Fearnhead, Paul (2011) Composite likelihood methods in statistical genetics. Statistica Sinica, 21. pp. 43-69. ISSN 1017-0405

Fearnhead, Paul and Taylor, Benjamin M. (2011) On Estimating the Ability of NBA Players. Journal of Quantitative Analysis in Sports, 7 (3): 11. ISSN 1559-0410

Giagos, Vasileios and Fearnhead, Paul and Sherlock, Chris and Wit, Ernst (2010) Inference for auto-regulatory genetic networks using diffusion process approximations. PhD thesis, Lancaster University.

Fearnhead, Paul and Papaspiliopoulos, Omiros and Roberts, Gareth O. and Stuart, Andrew (2010) Random weight particle filtering of continuous-time processes. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 72 (4). pp. 497-512. ISSN 1369-7412

Fearnhead, Paul and Wyncoll, David and Tawn, Jonathan (2010) A sequential smoothing algorithm with linear computational cost. Biometrika, 97 (2). pp. 447-464. ISSN 1464-3510

Fearnhead, Paul and Taylor, Benjamin M. (2010) Calculating strength of schedule, and choosing teams for March Madness. American Statistician, 64 (2). pp. 108-115. ISSN 1537-2731

Sherlock, Chris and Fearnhead, Paul and Roberts, Gareth (2010) The random walk Metropolis : linking theory and practice through a case study. Statistical Science, 25 (2). pp. 172-190. ISSN 0883-4237

Fearnhead, Paul and Vasilieou, Despina (2009) Bayesian Analysis of Isochores. Journal of the American Statistical Association, 485. pp. 132-141. ISSN 1537-274X

Wilson, Daniel J. and Gabriel, Edith and Leatherbarrow, Andrew J. H. and Cheesbrough, John and Gee, Steven and Bolton, Eric and Fox, Andrew and Hart, C. Anthony and Diggle, Peter J. and Fearnhead, Paul (2009) Rapid Evolution and the Importance of Recombination to the Gastroenteric Pathogen Campylobacter jejuni. Molecular Biology and Evolution, 26 (2). pp. 385-397. ISSN 0737-4038

Fearnhead, Paul and Papaspiliopoulos, O. and Roberts, Gareth O. (2008) Particle filters for partially-observed diffusions. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 70 (4). pp. 755-777. ISSN 1369-7412

Wilson, Daniel J. and Gabriel, Edith and Leatherbarrow, Andrew J. H. and Cheesbrough, John and Gee, Steven and Bolton, Eric and Fox, Andrew and Fearnhead, Paul and Hart, C. Anthony and Diggle, Peter J. (2008) Tracing the Source of Campylobacteriosi. PLoS Genetics, 4 (9): e1000203. ISSN 1553-7404

Fearnhead, Paul (2008) Computational Methods for Complex Stochastic Systems: A Review of Some Alternatives to MCMC. Statistics and Computing, 18 (2). pp. 151-171. ISSN 0960-3174

Yeager, Meredith and Orr, Nick and Hayes, Richard B. and Jacobs, Kevin B. and Kraft, Peter and Wacholder, Sholom and Minichiello, Mark J. and Fearnhead, Paul and Kai, Yu and Chatterjee, Nilanjan and Zhaoming, Wang and Welch, Robert and Staats, Brian J. and Calle, Eugenia E. and Spencer-Fiegelsen, Heather and Thun, Michael J. and Rodriguez, Carmen and Albanes, Demetrius and Virtamo, Jarmo and Weinstein, Stephanie and Schumacher, Fredrick R. and Giovannucci, Edward and Willett, Walter C. and Cancel-Tassin, Geraldine and Cussenot, Olivier and Valeri, Antoine and Andriole, Gerald L. and Gelmann, Edward P. and Tucker, Margaret and Gerhard, Daniela S. and Fraumeni, Joseph F. and Hoover, Robert and Hunter, David J. and Chanock, Stephen J. and Thomas, Gilles (2007) Genome-wide association study of prostate cancer identifies a second risk locus at 8q24. Nature Genetics, 39 (5). pp. 645-649. ISSN 1546-1718

Fearnhead, Paul (2006) sequenceLDhot: Detecting Recombination Hotspots. Bioinformatics, 22 (24). pp. 3061-3066. ISSN 1460-2059

Fearnhead, Paul (2006) Perfect Simulation From Nonneutral Population Genetic Models: Variable Population Size and Population Subdivision. Genetics, 174. pp. 1397-1406. ISSN 1943-2631

Fearnhead, Paul (2006) The stationary distribution of allele frequencies when selection acts at unlinked loci. Theoretical Population Biology, 70 (3). pp. 376-386. ISSN 1096-0325

Fearnhead, Paul (2006) Exact and efficient Bayesian inference for multiple changepoint problems. Statistics and Computing, 16 (2). pp. 203-213. ISSN 0960-3174

Beskos, Alexandros and Papaspiliopoulos, Omiros and Roberts, Gareth O. and Fearnhead, Paul (2006) Observed diffusion processes (with discussion). Journal of the Royal Statistical Society: Series B (Statistical Methodology), 68 (3). pp. 333-382. ISSN 1369-7412

Meligkotsidou, Loukia and Fearnhead, Paul (2005) Maximum likelihood estimation of coalesce times in genealogical trees. Genetics, 171 (4). pp. 2073-2084. ISSN 1943-2631

Fearnhead, Paul (2005) Using Random Quasi-Monte-Carlo Within Particle Filters, With Application to Financial Time Series. Journal of Computational and Graphical Statistics, 14 (4). pp. 751-769. ISSN 1061-8600

Fearnhead, Paul and Smith, Nick G. C. and Barrigas, Mishele and Fox, Andrew and French, Nigel (2005) Analysis of Recombination in Campylobacterjejuni from MLST Population Data. Journal of Molecular Evolution, 61 (3). pp. 333-340. ISSN 0022-2844

French, Nigel and Barrigas, Mishele and Brown, Patrick and Ribiero, Paulo and Williams, Nicola and Leatherbarrow, Howard and Birtles, Richard and Bolton, Eric and Fearnhead, Paul and Fox, Andrew (2005) Spatial epidemiology and natural population structure of Campylobacter jejuni colonizing a farmland ecosystem. Environmental Microbiology, 7 (8). pp. 1116-1126. ISSN 1462-2912

Fearnhead, Paul (2005) Exact Bayesian curve fitting and signal segmentation. IEEE Transactions on Signal Processing, 53 (6). pp. 2160-2166. ISSN 1053-587X

Fearnhead, Paul (2005) Direct simulation for discrete mixture distributions. Statistics and Computing, 15 (2). pp. 125-133. ISSN 0960-3174

Smith, Nick G. C. and Fearnhead, Paul (2005) A Comparison of Three Estimators of the Population-Scaled Recombination Rate: Accuracy and Robustness. Genetics, 171. pp. 2051-2062. ISSN 1943-2631

Fearnhead, Paul and Smith, Nick G. C. (2005) A novel method with improved power to detect recombination hotspots from polymorphism data reveals multiple hotspots in human genes. American Journal of Human Genetics, 77 (5). pp. 781-794. ISSN 1537-6605

Fearnhead, Paul and Harding, Rosalind M. and Schneider, Julie A. and Myers, Simon and Donnelly, Peter (2004) Application of Coalescent Methods to Reveal Fine-Scale Rate Variation and Recombination Hotspots. Genetics, 167 (4). pp. 2067-2081. ISSN 0016-6731

Fearnhead, Paul and Meligkotsidou, Loukia (2004) Exact filtering for partially-oberved continuous-time models. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 66 (3). pp. 771-789. ISSN 1369-7412

Fearnhead, Paul (2004) Filtering recursions for calculating likelihoods for queues based on inter-departure time data. Statistics and Computing, 14 (3). pp. 261-266. ISSN 0960-3174

Fearnhead, Paul (2004) Particle filters for mixture models with an unknown number of components. Statistics and Computing, 14 (1). pp. 11-21. ISSN 0960-3174

Fearnhead, Paul (2003) Consistency of estimators of the population-scaled recombination rate. Theoretical Population Biology, 64 (1). pp. 67-79. ISSN 1096-0325

Fearnhead, Paul (2003) Haplotypes: the joint distribution of alleles at linked loci. Journal of Applied Probability, 40 (2). pp. 505-512.

Fearnhead, Paul (2003) Ancestral processes for non-neutral models of complex diseases. Theoretical Population Biology, 63 (2). pp. 115-130. ISSN 1096-0325

Fearnhead, Paul (2002) MCMC, sufficient statistics and particle filters. Journal of Computational and Graphical Statistics, 11 (4). pp. 848-862. ISSN 1061-8600

Fearnhead, Paul and Donnelly, Peter (2002) Approximate likelihood methods for estimating local recombination rates (with discussion). Journal of the Royal Statistical Society: Series B (Statistical Methodology), 64 (4). pp. 657-680. ISSN 1369-7412

McVean, Gil and Awadalla, Philip and Fearnhead, Paul (2002) A coalescent-based method for detecting and estimating recombination from gene sequences. Genetics, 160 (3). pp. 1231-1241. ISSN 0016-6731

Fearnhead, Paul (2002) The common ancestor at a non-neutral locus. Journal of Applied Probability, 39 (1). pp. 38-54.

Fearnhead, Paul and Donnelly, Peter (2001) Estimating recombination rates from population genetic data. Genetics, 159 (3). pp. 1299-1318. ISSN 0016-6731

Carpenter, J and Clifford, Peter and Fearnhead, Paul (1999) An improved particle filter for non-linear problems. IEE Proceedings Radar Sonar and Navigation, 146 (1). pp. 2-7.