Publications by Statistical Genetics and Epidemiology

Our research spans areas of statistical genetics, in particular the development of powerful statistical approaches to analyse genetic data, as well as studying infectious diseases.

Helgason, A. et al. (2003) “A Reassessment of Genetic Diversity in Icelanders: Strong Evidence from Multiple Loci for Relative Homogeneity Caused by Genetic Drift”, Annals of Human Genetics, 67(4), pp. 281–297.

Holmes, C. and Mallick, B. (2003) “Generalized Nonlinear Modeling With Multivariate Free-Knot Regression Splines”, Journal of the American Statistical Association, 98(462), pp. 352–368.

Holmes, C. and Adams, N. (2003) “Likelihood inference in nearest‐neighbour classification models”, Biometrika, 90(1), pp. 99–112.

Holmes, C. and Heard, N. (2003) “Generalized monotonic regression using random change points”, Statistics in Medicine, 22(4), pp. 623–638.

Stumpf, M. et al. (2003) “Recombination Rates, their local variation and the estimated number of hotspots in the human genome.”, in AMERICAN JOURNAL OF HUMAN GENETICS, pp. 215–215.

Myers, S. and Griffiths, R. (2003) “Bounds on the Minimum Number of Recombination Events in a Sample History”, Genetics, 163(1), pp. 375–394.

Holmes, C. and Denison, D. (2003) “Classification with Bayesian MARS”, Machine Learning, 50(1-2), pp. 159–173.

Nicholson, G. et al. (2002) “Assessing population differentiation and isolation from single‐nucleotide polymorphism data”, in Journal of the Royal Statistical Society Series B (Statistical Methodology). Oxford University Press (OUP), pp. 695–715.

Holmes, C., Denison, D. and Mallick, B. (2002) “Accounting for Model Uncertainty in Seemingly Unrelated Regressions”, Journal of Computational and Graphical Statistics, 11(3), pp. 533–551.

Guglielmi, A., Holmes, C. and Walker, S. (2002) “Perfect Simulation Involving Functionals of a Dirichlet Process”, Journal of Computational and Graphical Statistics, 11(2), pp. 306–310.