Research Interests

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Keywords:

Bayesian , modelling, computation, genomics

Representative Publications

1. M. West and P.J. Harrison, Bayesian Forecasting and Dynamic Models (1997), Springer-Verlag, New York (2nd Edn. - 1989 1st Edn..) [html].
2. C. Carvalho, J. Lucas, Q. Wang, J. Chang, J. Nevins and M. West, High-dimensional sparse factor modelling - Applications in gene expression genomics, Journal of the American Statistical Association (2008) (to appear.) [html].
3. C. Carvalho and M. West, Dynamic matrix-variate graphical models, Bayesian Analysis, vol. 2 (2007), pp. 69-98 [pdf].
4. C.Hans, A. Dobra and M. West, Shotgun stochastic search in regression with many predictors, Journal of the American Statistical Association, vol. 102 (2007), pp. 507-516 [html].
5. F. Liang, S. Mukherjee and M. West, Understanding the use of unlabelled data in predictive modelling, Statistical Science, vol. 22 (2007), pp. 189-205 [45].
6. A.H. Bild, G. Yao, J.T. Chang, Q. Wang, A. Potti, D. Chasse, M. Joshi, D. Harpole, J.M. Lancaster, A. Berchuck, J.A. Olson, J.R. Marks, H.K. Dressman, M.West and J.R. Nevins, Oncogenic pathway signatures in human cancers as a guide to targeted therapies, Nature, vol. 439 (2006), pp. 353-357 [html].
7. M. West, Bayesian factor regression models in the "large p, small n" paradigm, in Bayesian Statistics 7, edited by J.M. Bernardo et al. (2003), pp. 723-732, Oxford [html].