1. Friel, N., Hurn, M. and Wyse, J. (2014). Improving power posterior estimation of statistical evidence. Statistics and Computing, 24, 709-723. (arXiv link with a typo in Equation (17) corrected.) An associated short talk.
  2. Loza-Reyes, E., Hurn, M.A. and Robinson A. (2014). Classification of molecular sequence data using Bayesian phylogenetic mixture models. Computational Statistics and Data Analysis, 75, 81-95. (arXiv link.)
  3. Andreon, S. and Hurn, M. (2013). Measurement errors and scaling relations in astrophysics: a review . Statistical Analysis and Data Mining, 6, 15-33. (arXiv link)
  4. Behrens, G., Friel, N. and Hurn, M. (2012). Tuning tempered transitions. Statistics and Computing, 22, 65-78. (arXiv link)
  5. Al-Awadhi, F., Hurn, M. and Jennison C. (2011). Three Dimensional Bayesian Image Analysis and Confocal Microscopy. Journal of Applied Statistics, 38, 29--46.
  6. Khorsheed, E., Hurn, M. and Jennison, C. (2011). Mapping Electron Density in the Ionosphere: A Principal Component MCMC Algorithm. Computational Statistics and Data Analysis, 55, 338-352.
  7. Andreon, S. and Hurn, M.A. (2010). The scaling relation between richness and mass of galaxy clusters: a Bayesian approach . Monthly Notices of the Royal Astronomical Society, 404(4), 1922-1937. (arXiv link)
  8. Hurn, M., Green, P.J. and Al-Awadhi, F. (2008). A Bayesian Hierarchical Model for Photometric Redshifts. Applied Statistics, Journal of the Royal Statistical Society, Series C, 57, 487-504.
  9. Margos, G., Gatewood, A.G., Aanensen, D.M., Hanincov�, K., Terekhova, D., Vollmer, S.A., Cornet, M., Piesman, J., Donaghy, M., Bormane, A., Hurn, M.A., Feil, E.J., Fish, D., Casjens, S., Wormser, G.P., Schwartz, I. and Kurtenbach, K. (2008). MLST of housekeeping genes captures geographic population structure and suggests a European origin of Borrelia burgdorferi. Proceedings of the National Academy of Sciences, 105, 8730-8735.
  10. Al-Awadhi, F., Hurn, M. and Jennison, C. (2004). Improving the Acceptance Rate of Reversible Jump MCMC Proposals. Statistics and Probability Letters, 69, 189-198.
  11. Al-Awadhi, F., Jennison, C. and Hurn, M. (2004). Statistical Image Analysis for a Confocal Microscopy Two-dimensional Section of Cartilage Growth. Applied Statistics, Journal of the Royal Statistical Society, Series C, 53, 31-49.
  12. Sisson, S.A. and Hurn, M.A. (2004). Bayesian Point Estimation of Quantitative Trait Loci. Biometrics, 60, 60-68.
  13. Hurn, M.A., Husby, O. and Rue, H. (2003). Advances in Bayesian Image Analysis. In Highly Structured Stochastic Systems, 302-322, (editors P.J. Green, N. Hjort and S. Richardson). Oxford: Oxford University Press.
  14. Hurn, M.A., Husby, O. and Rue, H. (2003). A Tutorial on Image Analysis. In Spatial Statistics and Computational Methods, 87-141, (editor J. Moller), Lecture Notes in Statistics 173. Berlin: Springer Verlag.
  15. Hurn, M., Justel, A. and Robert, C.P. (2003). Estimating Mixtures of Regressions. Journal of Computational and Graphical Statistics, 12, 55-79.
  16. Jennison, C., Hurn, M.A. and Al-Awadhi, F. (2003). Contribution to the discussion of Brooks, Giudici and Roberts, Journal of the Royal Statistical Society, Series B, 65, 44-45.
  17. Hurn, M., Steinsland, I. and Rue, H. (2001). Parameter Estimation for a Deformable Template Model. Statistics and Computing, 11, 337-346.
  18. Celeux, G., Hurn, M. and Robert, C.P. (2000). Computational and Inferential Difficulties with Mixture Posterior Distributions. Journal of the American Statistical Association, 95, 957-970.
  19. Hurn, M.A., Rue, H. and Sheehan, N.A. (1999). Block Updating in Constrained Markov Chain Monte Carlo Sampling. Statistics and Probability Letters, 41, 353-361.
  20. Rue, H. and Hurn, M.A. (1999). Bayesian Object Identification. Biometrika, 86, 649-660.
  21. Hurn, M. (1998). Confocal Fluorescence Microscopy of Leaf Cells: An Application of Bayesian Image Analysis. Applied Statistics, Journal of the Royal Statistical Society, Series C, 47, 361-377.
  22. Hurn, M. (1997). Difficulties in the Use of Auxiliary Variables in Markov Chain Monte Carlo. Statistics and Computing, 7, 35-44.
  23. Hurn, M. and Rue, H. (1997). High-level Image Priors in Confocal Microscopy Applications. In The Art and Science of Bayesian Image Analysis, 36-43, (editors K.V. Mardia, C.A. Gill and R.G. Aykroyd). Leeds: Leeds University Press.
  24. Kirkbride, J., Mardia, K.V., Gueziac, A.P., Hainsworth, T.J. and Hurn, M.A. (1997). Fusion of Multimodal Medical Images. In The Art and Science of Bayesian Image Analysis, 215-218, (editors K.V. Mardia, C.A. Gill and R.G. Aykroyd). Leeds: Leeds University Press.
  25. Rue, H. and Hurn, M.A. (1997). Loss Functions for Bayesian Image Analysis. In The Art and Science of Bayesian Image Analysis, 72-79, (editors K.V. Mardia, C.A. Gill and R.G. Aykroyd). Leeds: Leeds University Press.
  26. Hurn, M. and Jennison, C. (1996). An Extension of Geman and Reynolds' Approach to Constrained Restoration and the Recovery of Discontinuities. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18, 657-662.
  27. Hurn, M.A., Mardia, K.V., Hainsworth, T.J., Kirkbride, J. and Berry, E. (1996). Bayesian Fused Classification of Medical Images. IEEE Transactions on Medical Imaging, 15, 850-858.
  28. Mardia, K.V., Hainsworth, T.J., Kirkbride, J., Hurn, M.A. and Berry, E. (1996). Hierarchical Bayesian Classification of Multimodal Medical Images. In Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 53-63. London: IEEE Computer Society Press.
  29. Hurn, M.A. (1995). Auxiliary Variables in Monte Carlo Markov Chain Sampling. In Proceedings of the 9th European young statisticians meeting, 138-143, (editor A.J. Koning). Rotterdam: Erasmus University.
  30. Hurn, M. and Jennison, C. (1995). A Study of Simulated Annealing and a Revised Cascade Algorithm for Image Reconstruction . Statistics and Computing, 5, 175-190.
  31. Mardia, K.V., Dryden, I.L., Hurn, M.A., Li, Q., Millner, P.A. and Dickson, R.A. (1994). Familial Spine Shape. Journal of Applied Statistics, 21, 623-641.
  32. Hurn, M.A. and Jennison, C. (1993). Multiple-site Updates in Maximum A Posteriori and Marginal Posterior Modes Image Estimation. In Statistics and Images, Volume 1, 155-186, (editors K.V. Mardia and G.K. Kanji). Oxford: Carfax Publishing Company.
  33. Hayter, A.J. and Hurn, M. (1992). Power Comparisons between the F-test, the Studentised Range Test, and an Optimal Test of the Equality of Several Normal Means. Journal of Statistical Computation and Simulation, 42, 173-185.