Arts and Sciences Professor of Statistics and Decision Sciences
Go to my personal web page for links and info on my teaching, publication list (sortable and searchable -- just click on table headers), current research, current & past students, software, etc.
Carvalho, CM, Chang, J, Lucas, JE, Nevins, JR, Wang, Q, and West, M. "High-dimensional sparse factor modeling: Applications in gene expression genomics." Journal of the American Statistical Association 103.484 (2008): 1438-1456. Full Text
Chen, JL, Lucas, JE, Schroeder, T, Mori, S, Wu, J, Nevins, JR, Dewhirst, M, West, M, and Chi, J-TA. "Genomic analysis of response to lactic acidosis and acidosis in human cancers." PLoS Genetics 4.12 (2008): e1000293-. (Academic Article)
Chan, C, Feng, F, Ottinger, J, Foster, D, West, M, and Kepler, TB. "Statistical mixture modelling for cell subtype identification in flow cytometry." Cytometry, A 73 (2008): 693-701. (Academic Article)
Xu, M, Kao, MCJ, Nunez-Iglesias, J, Nevins, JR, West, M, and Zhou, XJ. "Characterizing disease-specific pathways and their coordination by integrative microarray analysis with application to cancer." BMC Genomics 9 (2008): Supp 1:S12-Supp 1:S12. (Academic Article)
Xu, M, Kao, M-CJ, Nunez-Iglesias, J, Nevins, JR, West, M, and Jasmine, XJ. "An integrative approach to characterize disease-specific pathways and their coordination: A case study in cancer." BMC Genomics 9.SUPPL. 1 (2008). Full Text
Clarke, J, and West, M. "Bayesian Weibull tree models for survival analysis of clinico-genomic data." Statistical Methodology 5.3 (2008): 238-262. Full Text
Liang, F, Mukherjee, S, and West, M. "Understanding the use of unlabelled data in predictive modelling." Statistical Science 22.2 (October 2007): 189-205. (Academic Article)
Seo, DM, Goldschmidt-Clermont, PJ, and West, M. "OF MICE AND MEN: SPARSE STATISTICAL MODELING IN CARDIOVASCULAR GENOMICS." ANNALS OF APPLIED STATISTICS 1.1 (June 2007): 152-178. Full Text
Carvalho, CM, and West, M. "Dynamic matrix-variate graphical models." Bayesian Analysis 2 (2007): 69-98. (Academic Article)
Liang, F, Mao, K, Liao, M, Mukherjee, S, and West, M. "Non-parametric Bayesian kernel models." Department of Statistical Science, Duke University (2007).