Publications (Computational Statistics and Machine Learning) | Department of Statistics

Publications

Rao, V. and Teh, Y. (2011) “Gaussian process modulated renewal processes”, in Advances in Neural Information Processing Systems 24 25th Annual Conference on Neural Information Processing Systems 2011 Nips 2011.

Görür, D. and Teh, Y. (2011) “Concave-Convex Adaptive Rejection Sampling”, Journal of Computational and Graphical Statistics, 20(3), pp. 670–691.

Cardin, N. et al. (2011) “Bayesian hierarchical mixture modeling to assign copy number from a targeted CNV array”, Genetic Epidemiology, 35(6), pp. 536–548.

Ciampa, J. et al. (2011) “Application of a Novel Score Test for Genetic Association Incorporating Gene-Gene Interaction Suggests Functionality for Prostate Cancer Susceptibility Regions”, Human Heredity, 72(3), pp. 182–193.

Yau, C. et al. (2011) “Bayesian non-parametric hidden Markov models with applications in genommics”, Journal of the Royal Statistical Society Series B: Statistical Methodology, 73(1), pp. 33–57.

Kato, B. et al. (2011) “Variance decomposition of protein profiles from antibody arrays using a lonitudial twin model”, Journal of Proteome Research, 9.

Rao, V. and Teh, Y. (2011) “Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks”, Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence, UAI 2011, pp. 619–626.

Caron, F., Doucet, A. and Gottardo, R. (2011) “On-line changepoint detection and parameter estimation with application to genomic data”, Statistics and Computing, pp. 1–17.

Caron, F. et al. (2011) “Particle Approximation of the Intensity Measures of a Spatial Branching Point Process Arising in Multitarget Tracking”, SIAM Journal on Control and Optimization, 49(4), pp. 1766–1792.

Drong, A. et al. (2011) “The presence of methylation quantitative trait loci indicate a direct genetic influence on the level of methylation in adipose tissue”, in DIABETOLOGIA. Public Library of Science (PLoS), pp. S163 - S164.