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

Publications

Teh, Y., Görür, D. and Ghahramani, Z. (2007) “Stick-breaking construction for the Indian buffet process”, Journal of Machine Learning Research, 2, pp. 556–563.

Jasra, A., Stephens, D. and Holmes, C. (2007) “Population-Based Reversible Jump Markov Chain Monte Carlo”, Biometrika, 94(4), pp. 787–807.

Jasra, A., Stephens, D. and Holmes, C. (2007) “On population-based simulation for static inference”, Statistics and Computing, 17(3), pp. 263–279.

Chen, P.-Y., Deane, C. and Reinert, G. (2007) “A statistical approach using network structure in the prediction of protein characteristics”, Bioinformatics, 23(17), pp. 2314–2321.

Caron, F. et al. (2007) “Particle Filtering for Multisensor Data Fusion with Switching Observation Models: Application to Land Vehicle Positioning”, IEEE Transactions on Signal Processing, 55(6), pp. 2703–2719.

Dellaportas, P., Denison, D. and Holmes, C. (2007) “Flexible Threshold Models for Modelling Interest Rate Volatility”, Econometric Reviews, 26(2-4), pp. 419–437.

Caron, F. et al. (2007) “Locating sensor nodes on construction projects”, Autonomous Robots, 22(3), pp. 255–263.

Colella, S. et al. (2007) “QuantiSNP: an Objective Bayes Hidden-Markov Model to detect and accurately map copy number variation using SNP genotyping data”, Nucleic Acids Research, 35(6), pp. 2013–2025.

Caron, F. et al. (2007) “Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures”, arXiv.

Astle, W., Holmes, C. and Balding, D. (2007) “Turbo Genomic Control”, in ANNALS OF HUMAN GENETICS, pp. 553–554.