Mike West | Scholars@Duke

Mike West
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.

Current Appointments & Affiliations

Arts and Sciences Professor of Statistics and Decision Sciences, Statistical Science, Trinity College of Arts & Sciences 1999
Professor of Statistical Science, Statistical Science, Trinity College of Arts & Sciences 1992
Member of the Duke Cancer Institute, Duke Cancer Institute, Institutes and Centers 1988

Contact Information

214C Old Chemistry, Durham, NC 27708
Box 90251, Durham, NC 27708-0251
(919) 684-8842

Background
Duke Appointment History
- Director of Graduate Studies in the Department of Statistical Science, Statistical Science, Trinity College of Arts & Sciences 2010 - 2014
- Director, Institute of Statistics and Decision Sciences, Statistical Science, Trinity College of Arts & Sciences 1990 - 2002
- Associate Professor, Statistical Science, Trinity College of Arts & Sciences 1988 - 1992
Recognition
In the News
- OCT 13, 2014
  
  Mike West Honored by NC Chapter of American Statistical Association
- SEP 25, 2014
  
  West Honored With Inaugural Award of International Bayesian Society
- JUN 25, 2014
  
  Ruilin Zhong: Going Far With Interests in Economics and Statistics
Awards & Honors
Publications & Artistic Works
Selected Publications
- Books
  - West, M, and Harrison, J. Bayesian Forecasting and Dynamic Models. Springer Science & Business Media, June 29, 2013.
  - Prado, R, and West, M. Time Series: Modeling, Computation, and Inference. CRC Press, May 21, 2010.
  - The Oxford Handbook of Applied Bayesian Analysis. Ed. A O' Hagan and M West. 2010.
  - Pole, A, West, M, and Harrison, PJ. Applied Bayesian Forecasting & Time Series Analysis. Chapman-Hall, 1994.
- Book Sections
  - West, M. "Bayesian dynamic modelling." Bayesian Theory and Applications. Ed. P Damien, P Dellaportes, NG Polson, and DA Stephens. Clarendon: Oxford University Press, 2013. 145-166.
  - Bernardo, JM, Bayarri, MJ, Berger, JO, Dawid, AP, Heckerman, D, Smith, AFM, and West, M. "Preface." January 19, 2012. Full Text
  - Merl, D, Lucas, JE, Nevins, JR, Shen, H, and West, M. "Trans-study projection of genomic biomarkers using sparse factor regression models." The Handbook of Applied Bayesian Analysis. Ed. AO Hagan and M West. Oxford University Press, April 2010. 118-154.
  - Hyland, R, Obach, RS, Stoner, C, West, M, Wester, MR, Youdim, K, and Zientek, M. "Drug-drug interactions: Screening for liability and assessment of risk." Hit and Lead Profiling: Identification and Optimization of Drug-like Molecules. March 2, 2010. 165-196. Full Text
  - Lucas, JE, Carvalho, CM, Merl, D, and West, M. "In-vitro to In-vivo factor profiling in expression genomics." Bayesian Modelling in Bioinformatics. Ed. D Dey, S Ghosh, and B Mallick. Taylor-Francis, 2010. p293-316.
  - Shen, H, and West, M. "Bayesian modelling for biological pathway annotation of gene expression pathway signatures." Frontiers of Statistical Decision Making and Bayesian Analysis. Ed. M-H Chen, DK Dey, P Mueller, D Sun, and K Ye. New York: Springer-Verlag, 2010. 285-302.
  - West, M. "Bayesian forecasting." Methods and Applications of Statistics in Business, Finance and Management Science. Ed. N Balakrishnan. Wiley, 2010. p72-84.
  - Lucas, JE, Carvalho, CM, Wang, Q, Bild, AH, Nevins, JR, and West, M. "Sparse statistical modelling in gene expression genomics." Bayesian Inference for Gene Expression and Proteomics. Ed. KA Do, P Mueller, and M Vannucci. Cambridge University Press, 2006. 155-176.
  - Patil, P, West, M, Wheal, HV, and Turner, DA. "Physiological and statistical approaches to modelling of synaptic responses." Modeling in the Neurosciences: From Biological Systems to Neuromimetic Robots. Ed. GN Reeke, RR Poznanski, KA Lindsay, JR Rosenberg, and O Sporns. Taylor & Francis, CRC Press, 2005. 61-88.
  - Liu, J, and West, M. "Combined parameter and state estimation in simulation-based filtering." Sequential Monte Carlo Methods in Practice. Ed. A Doucet, JFGD Freitas, and NJ Gordon. New York: Springer-Verlag, 2001. 197-217.
  - Krystal, AD, Zoldi, S, Prado, R, Greenside, HS, and West, M. "The spatiotemporal dynamics of generalized tonic-clonic seizure EEG data: Relevance to the climinal practice of electroconvulsive therapy." Nonlinear Dynamics and Brain Functioning. Ed. N Pradhan, PE Rapp, and R Sreenivasan. New York: Novascience, 1999.
  - Turner, DA, Chen, Y, Wheal, HV, and West, M. "Statistical inference of synaptic responses: Physiological and statistical approaches." Modelling in the Neurosciences: From Ion Channels to Neural Networks. Ed. RR Poznanski. London, Gordon & Breach Publishers, 1999. 39-78.
  - Escobar, MD, and West, M. "Computing nonparametric hierarchical models." Practical Non and Semiparametric Bayesian Statistics. Ed. P Müller, DD Dey, and D Sinha. Springer-Verlag, 1998. 1-16.
  - Paddock, S, Clyde, MA, and West, M. "Mixture models in the exploration of structure-activity relationships in drug design." Bayesian Statistics in Science and Engineering: Case Studies IV. Ed. C Gastonis, RE Kass, B Carlin, A Carriquiry, A German, M West, and I Verdinelli. Springer, 1998. 339-353. (Chapter) Full Text
  - Paddock, S, Clyde, MA, and West, M. "Mixture models in the exploration of structure-activity relationships in drug design." Bayesian Statistics in Science and Engineering: Case Studies IV. Ed. C Gastonis, RE Kass, B Carlin, A Carriquiry, A German, M West, and I Verdinelli. Springer, 1998. 339-353. (Chapter) Full Text
  - West, M. "Bayesian forecasting." Encyclopedia of Statistical Sciences. Ed. S Kotz, CB Read, and DL Banks. Wiley, 1998. 50-60.
  - Prado, R, and West, M. "Exploratory modelling of multiple non-stationary time series: Latent process structure and decompositions." Modelling Longitudinal and Spatially Correlated Data. Ed. T Gregoire. Springer-Verlag, 1997. 349-362.
  - West, M, Müller, P, and Escobar, MD. "Hierarchical priors and mixture models, with application in regression and density estimation." Aspects of Uncertainty: A Tribute to D.V. Lindley. Ed. AFM Smith and PR Freeman. London: Wiley, 1994. 363-386.
- Conference Papers
  - Cron, A, and West, M. "Models of random sparse eigenmatrices and Bayesian analysis of multivariate structure." January 1, 2016. Full Text
  - Bernardo, JM, Bayarri, MJ, Berger, JO, Dawid, AP, Heckerman, D, Smith, AFM, and West, M. "Bayesian Statistics 9." January 19, 2012. Full Text
  - Julia, , Chen, L-Y, Lucas, JE, Schroeder, T, Mori, S, Wu, J, Nevins, J, Dewhirst, M, West, M, and Chi, J-T. "The genomic analysis of lactic acidosis and acidosis response in human cancers." May 1, 2009. Link to Item
  - Bild, AH, Yao, G, Chang, JT, Wang, QL, Potti, A, Harpole, D, Lancaster, J, Berchuck, A, Olson, JA, Marks, J, Dressman, HK, West, M, and Nevins, JR. "Oncogenic pathway signatures in human cancers as a guide to targeted therapies." November 2005. Link to Item
  - Rich, J, Hans, C, Jones, B, McLendon, R, Rasheed, B, Dobra, A, Dressman, H, Bigner, D, Nevins, J, and West, M. "Gene expression profiling links invasion-related genes to poor survival in older glioblastoma patients." July 2005. Link to Item
  - Petersen, RP, Bild, A, Dressman, H, Joshi, MBM, Conlon, DH, West, M, Nevins, JR, and Harpole, DH. "Gene expression signatures for prognosis in NSCLC, coupled with signatures of oncogenic pathway deregulation, provide a novel approach for selection of molecular targets." June 1, 2005. Link to Item
  - Rich, JN, Hans, C, Jones, B, McLendon, RE, Rasheed, A, Dobra, A, Dressman, HK, Bigner, DD, Nevins, JR, and West, M. "Bayesian analysis of gene expression profiles links invasion related genes to poor survival in older glioblastoma patients." 2005.
  - Berchuck, A, Iversen, E, Lancaster, JM, Henriott, A, Dressman, H, West, M, Nevins, JR, and Marks, JR. "Prediction of long-term versus short-term survival in advanced stage serous ovarian cancer using expression microarrays." February 2004. Link to Item
  - Pittman, JL, Tebbit, CL, Black, EP, Dressman, HK, Huang, ES, Olson, JA, Marks, JR, Marcom, PK, Huang, AT, West, M, and Nevins, JR. "Predictive models that combine multiple forms of genomic and clinical data to achieve personalized prediction of outcomes in breast cancer." 2004. Link to Item
  - Seo, D, Karra, R, Wang, T, Dressman, H, West, M, Nevins, J, and Goldschmidt, P. "Genomic convergence in the study of human and mouse atherosclerosis." October 28, 2003. Link to Item
  - Ferreira, MAR, Bi, Z, West, M, Lee, HKH, and Higdon, DM. "Multiscale modelling of 1-D permeability fields." Oxford University Press, 2003.
  - West, M. "Bayesian factor regression models in the "Large p, Small n" paradigm." 2003. Link to Item
  - West, M. "Case Studies in Bayesian Statistics V." Springer-Verlag, New York, 2001.
  - Aguilar, O, Huerta, G, Prado, R, and West, M. "Bayesian inference on latent structure in time series." 1999. Link to Item
  - Aguilar, O, and West, M. "Analysis of hospital quality monitors using hierarchical time series models." Springer Verlag, New York, 1999.
  - Paddock, S, West, M, Young, S, and Clyde, M. "Mixture models in the exploration of structure-activity relationships in drug design." Springer-Verlag, New York, 1998.
  - West, M. "Case Studies in Bayesian Statistics IV." Springer-Verlag, New York, 1998.
  - West, M. "Some statistical issues in Palæoclimatology (with discussion)." Oxford University Press, 1996.
  - West, M. "Modelling and robustness issues in Bayesian time series analysis." 1996. Full Text Link to Item
  - West, M. "Bayesian time series: Models and computations for the analysis of time series in the physical sciences." 1996. Link to Item
  - West, M. "Discovery sampling and selection models." Springer-Verlag, New York, 1994.
  - West, M, and Cao, G. "Assessing mechanisms of neural synaptic activity." Springer-Verlag, New York, 1993.
- Journal Articles
  - Gruber, LF, and West, M. "Bayesian online variable selection and scalable multivariate volatility forecasting in simultaneous graphical dynamic linear models." Econometrics and Statistics 3 (July 2017): 3-22. Full Text
  - Nakajima, J, and West, M. "Dynamics & sparsity in latent threshold factor models: A study in multivariate EEG signal processing." Brazilian Journal of Probability and Statistics 31.4 (January 1, 2017): 701-731. Full Text
  - Zhao, Z, Xie, M, and West, M. "Rejoinder to ‘Dynamic dependence networks: Financial time series forecasting and portfolio decisions’." Ed. H Yang. Applied Stochastic Models in Business and Industry 32.3 (May 2016): 336-339. Full Text
  - Zhao, ZY, Xie, M, and West, M. "Dynamic dependence networks: Financial time series forecasting and portfolio decisions." Ed. H Yang. Applied Stochastic Models in Business and Industry 32.3 (May 2016): 311-332. Full Text
  - Gruber, LF, and West, M. "GPU-accelerated Bayesian learning in simultaneous graphical dynamic linear models." Bayesian Analysis 11 (2016): 125-149. Full Text Link to Item
  - Lin, L, Chan, C, and West, M. "Discriminative variable subsets in Bayesian classification with mixture models, with application in flow cytometry studies." Biostatistics (Oxford, England) 17.1 (January 2016): 40-53. Full Text
  - Nakajima, J, and West, M. "Dynamic network signal processing using latent threshold models." Digital Signal Processing 47 (December 2015): 5-16. Full Text
  - Zhou, X, Nakajima, J, and West, M. "Bayesian forecasting and portfolio decisions using dynamic dependent sparse factor models." International Journal of Forecasting 30.4 (October 2014): 963-980. Full Text
  - Kontoghiorghes, EJ, Van Dijk, HK, Belsley, DA, Bollerslev, T, Diebold, FX, Dufour, J-M, Engle, R, Harvey, A, Koopman, SJ, Pesaran, H, Phillips, PC, Smith, RJ, West, M, Yao, Q, Amendola, A, Billio, M, Chen, CW, Chiarella, C, Colubi, A, Deistler, M, Francq, C, Hallin, M, Jacquier, E, Judd, K, Koop, G, Lütkepohl, H, MacKinnon, JG, Mittnik, S, Omori, Y, Pollock, D, Proietti, T, Rombouts, JV, Scaillet, O, Semmler, W, So, MK, Steel, M, Taylor, R, Tzavalis, E, Zakoian, J-M, Boswijk, HP, and Luati, A et al. "CFEnetwork: The Annals of Computational and Financial Econometrics." Computational Statistics & Data Analysis 76 (August 2014): 1-3. Full Text
  - Kontoghiorghes, EJ, Dijk, HKV, Belsley, DA, Bollerslev, T, Diebold, FX, Dufour, J-M, Engle, R, Harvey, A, Koopman, SJ, Pesaran, H, Phillips, PCB, Smith, RJ, West, M, Yao, Q, Amendola, A, Billio, M, Chen, CWS, Chiarella, C, Colubi, A, Deistler, M, Francq, C, Hallin, M, Jacquier, E, Judd, K, Koop, G, Lütkepohl, H, MacKinnon, JG, Mittnik, S, Omori, Y, Pollock, DSG, Proietti, T, Rombouts, JVK, Scaillet, O, Semmler, W, So, MKP, Steel, M, Taylor, R, Tzavalis, E, Zakoian, J-M, Boswijk, HP, and Luati, A et al. "CFEnetwork: The Annals of Computational and Financial Econometrics: 2nd Issue." Computational Statistics & Data Analysis 76 (2014): 1-3.
  - Mukherjee, C, Kasibhatla, PS, and West, M. "Spatially-varying SAR models and Bayesian inference for high-resolution lattice data." Annals of the Institute of Statistical Mathematics 66 (2014): 000-000. (Academic Article) Full Text
  - Zhou, X, Nakajima, J, and West, M. "Bayesian forecasting and portfolio decisions using dynamic dependent factor models." International Journal of Forecasting - (2014): ---. (Academic Article)
  - Cron, A, Gouttefangeas, C, Frelinger, J, Lin, L, Singh, SK, Britten, CM, Welters, MJP, van der Burg, SH, West, M, and Chan, C. "Hierarchical modeling for rare event detection and cell subset alignment across flow cytometry samples." PLoS Comput Biol 9.7 (2013): e1003130-. Full Text Link to Item
  - Lin, L, Chan, C, Hadrup, SR, Froesig, TM, Wang, Q, and West, M. "Hierarchical Bayesian mixture modelling for antigen-specific T-cell subtyping in combinatorially encoded flow cytometry studies." STATISTICAL APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY 12.3 (2013): 309-331. Full Text Link to Item
  - Nakajima, J, and West, M. "Bayesian analysis of latent threshold dynamic models." Journal of Business & Economic Statistics 31 (2013): 151-164. (Academic Article) Full Text
  - Wang, Q, and West, M. "Model-controlled flooding with applications to image reconstruction and segmentation." J Electron Imaging 21.2 (June 22, 2012). Full Text Link to Item
  - Manolopoulou, I, Matheu, MP, Cahalan, MD, West, M, and Kepler, TB. "Bayesian spatio-dynamic modeling in cell motility studies: Learning nonlinear taxic fields guiding the immune response." Journal of the American Statistical Association 107.499 (2012): 855-865. Full Text
  - Manolopoulou, I, Matheu, MP, Cahalan, MD, West, M, and Kepler, TB. "Rejoinder." Journal of the American Statistical Association 107.499 (2012): 871-874. Full Text
  - Nakajima, J, and West, M. "Dynamic factor volatility modeling: A bayesian latent threshold approach." Journal of Financial Econometrics 11.1 (2012): 116-153. Full Text
  - Bonassi, FV, You, L, and West, M. "Bayesian learning from marginal data in bionetwork models. (Published online)" Stat Appl Genet Mol Biol 10.1 (October 27, 2011). Full Text Link to Item
  - Hallen, M, Li, B, Tanouchi, Y, Tan, C, West, M, and You, L. "Computation of steady-state probability distributions in stochastic models of cellular networks." PLoS Comput Biol 7.10 (October 2011): e1002209-. Full Text Link to Item
  - Cron, AJ, and West, M. "Efficient Classification-Based Relabeling in Mixture Models." Am Stat 65.1 (February 1, 2011): 16-20. Full Text Link to Item
  - Mukherjee, C, Kasibhatla, PS, and West, M. "Bayesian statistical modeling of spatially correlated error structure in atmospheric tracer inverse analysis." Atmospheric Chemistry and Physics 11.11 (2011): 5365-5382. Full Text
  - Yao, G, Tan, C, West, M, Nevins, JR, and You, L. "Origin of bistability underlying mammalian cell cycle entry." Molecular Systems Biology 7 (2011). Full Text
  - Chan, C, Lin, L, Frelinger, J, Hérbert, V, Gagnon, D, Landry, C, Sékaly, R-P, Enzor, J, Staats, J, Weinhold, KJ, Jaimes, M, and West, M. "Optimization of a highly standardized carboxyfluorescein succinimidyl ester flow cytometry panel and gating strategy design using discriminative information measure evaluation." Cytometry A 77.12 (December 2010): 1126-1136. Full Text Link to Item
  - Chen, JL-Y, Merl, D, Peterson, CW, Wu, J, Liu, PY, Yin, H, Muoio, DM, Ayer, DE, West, M, and Chi, J-T. "Lactic acidosis triggers starvation response with paradoxical induction of TXNIP through MondoA. (Published online)" PLoS Genet 6.9 (September 2, 2010): e1001093-. Full Text Open Access Copy Link to Item
  - Niemi, J, and West, M. "Adaptive Mixture Modelling Metropolis Methods for Bayesian Analysis of Non-linear State-Space Models." J Comput Graph Stat 19.2 (June 1, 2010): 260-280. Open Access Copy Link to Item
  - Lin, L, Chan, C, and West, M. "Discriminative information analysis in mixture modelling." Working Paper, Department of Statistical Science, Duke University 10-23 (2010). (Academic Article) Link to Item
  - Manolopoulou, I, Chan, C, and West, M. "Selection sampling from large data sets for targeted inference in mixture modeling (with discussion)." Bayesian Analysis 5 (2010): 429-450. (Academic Article) Full Text
  - Manolopoulou, I, Chan, C, and West, M. "Selection sampling from large data sets for targeted inference in mixture modeling." Bayesian Analysis 5.3 (2010): 429-450. Full Text
  - Manolopoulou, I, Chan, C, and West, M. "Rejoinder." Bayesian Analysis 5.3 (2010): 461-464. Full Text
  - Manolopoulou, I, Chan, C, and West, M. "Selection Sampling from Large Data Sets for Targeted Inference in Mixture Modeling." Bayesian Anal 5.3 (2010): 1-22. Link to Item
  - Suchard, MA, Holmes, C, and West, M. "Some of the What?, Why?, How?, Who? and Where? of graphics processing unit computing for Bayesian analysis." Bulletin of the International Society for Bayesian Analysis 17 (2010): 12-16. (Academic Article)
  - Suchard, MA, Wang, Q, Chan, C, Frelinger, J, Cron, A, and West, M. "Understanding GPU programming for statistical computation: Studies in massively parallel massive mixtures." Journal of Computational and Graphical Statistics 19.2 (2010): 419-438. Full Text Open Access Copy
  - Wang, Q, Niemi, J, Tan, C-M, You, L, and West, M. "Image segmentation and dynamic lineage analysis in single-cell fluorescence microscopy." Cytometry A 77.1 (January 2010): 101-110. Full Text Link to Item
  - Wang, Q, Niemi, JB, Tan, CM, You, L, and West, M. "Image segmentation and dynamic lineage analysis in single-cell fluorescent microscopy." Cytometry A 77 (2010): 101-110. (Academic Article) Full Text
  - Yoshida, R, and West, M. "Bayesian learning in sparse graphical factor models via annealed entropy." Journal of Machine Learning Research 11 (2010): 1771-1798. (Academic Article)
  - Yoshida, R, and West, M. "Bayesian learning in sparse graphical factor models via variational mean-field annealing." Journal of Machine Learning Research 11 (2010): 1771-1798. Open Access Copy
  - Ji, C, Merl, D, Kepler, TB, and West, M. "Spatial Mixture Modelling for Unobserved Point Processes: Examples in Immunofluorescence Histology." Bayesian Anal 4.2 (December 4, 2009): 297-316. Link to Item
  - Wang, H, and West, M. "Bayesian analysis of matrix normal graphical models." Biometrika 96.4 (December 2009): 821-834. Full Text Link to Item
  - Chang, JT, Carvalho, C, Mori, S, Bild, AH, Gatza, ML, Wang, Q, Lucas, JE, Potti, A, Febbo, PG, West, M, and Nevins, JR. "A genomic strategy to elucidate modules of oncogenic pathway signaling networks." Mol Cell 34.1 (April 10, 2009): 104-114. Full Text Link to Item
  - Lucas, JE, Carvalho, CM, Chen, JLY, Chi, JT, and West, M. "Cross-study projections of genomic biomarkers: An evaluation in cancer genomics." PLoS ONE 4.2 (February 19, 2009). Full Text
  - Liu, F, and West, M. "A dynamic modelling strategy for bayesian computer model emulation." Bayesian Analysis 4.2 (2009): 393-412. Full Text
  - Lucas, J, Carvalho, C, and West, M. "A bayesian analysis strategy for cross-study translation of gene expression biomarkers." Stat Appl Genet Mol Biol 8 (2009): Article-11. Full Text Link to Item
  - Lucas, JE, Carvalho, CM, Chen, JL-Y, Chi, J-T, and West, M. "Cross-study projections of genomic biomarkers: an evaluation in cancer genomics." PLoS One 4.2 (2009): e4523-. Full Text Link to Item
  - Merl, D, Chen, JL-Y, Chi, J-T, and West, M. "AN INTEGRATIVE ANALYSIS OF CANCER GENE EXPRESSION STUDIES USING BAYESIAN LATENT FACTOR MODELING." Ann Appl Stat 3.4 (2009): 1675-1694. Link to Item
  - Mukherjee, C, and West, M. "Sequential Monte Carlo in model comparison: Example in cellular dynamics in systems biology." JSM Proceedings,Section on Bayesian Statistical Science. Alexandria, VA: American Statistical Association (2009): 1274-1287.
  - Chen, JL-Y, Lucas, JE, Schroeder, T, Mori, S, Wu, J, Nevins, J, Dewhirst, M, West, M, and Chi, J-T. "The genomic analysis of lactic acidosis and acidosis response in human cancers." PLoS Genet 4.12 (December 2008): e1000293-. Full Text Link to Item
  - Chan, C, Feng, F, Ottinger, J, Foster, D, West, M, and Kepler, TB. "Statistical mixture modeling for cell subtype identification in flow cytometry." Cytometry A 73.8 (August 2008): 693-701. Full Text Link to Item
  - Goldschmidt-Clermont, PJ, Dong, C, West, M, and Seo, DM. "Of cardiovascular illness and diversity of biological response." Trends Cardiovasc Med 18.5 (July 2008): 194-197. (Review) Full Text Link to Item
  - 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
  - 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)
  - 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) Link to Item
  - 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
  - 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
  - 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)
  - 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 Link to Item
  - Carvalho, CM, Massam, H, and West, M. "Simulation of hyper-inverse Wishart distributions in graphical models." Biometrika 94.3 (2007): 647-659. Full Text
  - Carvalho, CM, and West, M. "Dynamic matrix-variate graphical models." Bayesian Analysis 2 (2007): 69-98. (Academic Article)
  - Carvalho, CM, and West, M. "Dynamic matrix-variate graphical models." Bayesian Analysis 2.1 (2007): 69-98. Full Text
  - Hans, C, Dobra, A, and West, M. "Shotgun stochastic search in regression with many predictors." Journal of the American Statistical Association 102 (2007): 507-516. (Academic Article)
  - Hans, C, Dobra, A, and West, M. "Shotgun stochastic search for "large p" regression." Journal of the American Statistical Association 102.478 (2007): 507-516. Full Text
  - Hans, C, Wang, Q, Dobra, A, and West, M. "SSS: High-dimensional Bayesian regression model search." Bulletin of the International Society for Bayesian Analysis 24 (2007): 8-9. (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).
  - Liang, F, Mukherjee, S, and West, M. "The use of unlabeled data in predictive modeling." Statistical Science 22.2 (2007): 189-205. Full Text
  - Wang, Q, Carvalho, CM, Lucas, JE, and West, M. "BFRM: Bayesian factor regression modelling." Bulletin of the International Society for Bayesian Analysis 14 (2007): 4-5. (Academic Article)
  - Wu, Y, Tjelmeland, H, and West, M. "Bayesian CART: Prior structure and MCMC computations." Journal of Computational and Graphical Statistics 16 (2007): 44-66. (Academic Article)
  - Wu, Y, Tjelmeland, H, and West, M. "Bayesian CART: Prior specification and posterior simulation." Journal of Computational and Graphical Statistics 16.1 (2007): 44-66. Full Text
  - Cheng, SH, Horng, C-F, West, M, Huang, E, Pittman, J, Tsou, M-H, Dressman, H, Chen, C-M, Tsai, SY, Jian, JJ, Liu, M-C, Nevins, JR, and Huang, AT. "Genomic prediction of locoregional recurrence after mastectomy in breast cancer." J Clin Oncol 24.28 (October 1, 2006): 4594-4602. Full Text Link to Item
  - West, M, Ginsburg, GS, Huang, AT, and Nevins, JR. "Embracing the complexity of genomic data for personalized medicine." Genome Res 16.5 (May 2006): 559-566. (Review) Full Text Link to Item
  - Cheng, SH, Horng, C-F, Clarke, JL, Tsou, M-H, Tsai, SY, Chen, C-M, Jian, JJ, Liu, M-C, West, M, Huang, AT, and Prosnitz, LR. "Prognostic index score and clinical prediction model of local regional recurrence after mastectomy in breast cancer patients." Int J Radiat Oncol Biol Phys 64.5 (April 1, 2006): 1401-1409. Full Text Link to Item
  - Dressman, HK, Hans, C, Bild, A, Olson, JA, Rosen, E, Marcom, PK, Liotcheva, VB, Jones, EL, Vujaskovic, Z, Marks, J, Dewhirst, MW, West, M, Nevins, JR, and Blackwell, K. "Gene expression profiles of multiple breast cancer phenotypes and response to neoadjuvant chemotherapy." Clin Cancer Res 12.3 Pt 1 (February 1, 2006): 819-826. Full Text Link to Item
  - Bild, AH, Yao, G, Chang, JT, Wang, Q, Potti, A, Chasse, D, Joshi, M-B, Harpole, D, Lancaster, JM, Berchuck, A, Olson, JA, Marks, JR, Dressman, HK, West, M, and Nevins, JR. "Oncogenic pathway signatures in human cancers as a guide to targeted therapies." Nature 439.7074 (January 19, 2006): 353-357. Full Text Link to Item
  - Dobra, A, Tebaldi, C, and West, M. "Data augmentation in multi-way contingency tables with fixed marginal totals." Journal of Statistical Planning and Inference 136.2 (2006): 355-372. Full Text
  - Ferreira, MAR, West, M, Lee, HKH, and Higdon, DM. "Multiscale and hidden resolution time series models." Bayesian Analysis 2 (2006): 294-314. (Academic Article)
  - Ferreira, MAR, West, M, Lee, HKH, and Higdon, DM. "Multi-scale and hidden resolution time series models." Bayesian Analysis 1.4 (2006): 947-968. Full Text
  - Hans, C, and West, M. "High-dimensional regression in cancer genomics." Bulletin of the International Society for Bayesian Analysis 13 (2006): 2-3. (Academic Article)
  - Karra, R, Vemullapalli, S, Dong, C, Herderick, EE, Song, X, Slosek, K, Nevins, JR, West, M, Goldschmidt-Clermont, PJ, and Seo, D. "Stem Cells of Aging Donors- Insufficient Capacity to Repair Causes & Progression of Atherosclerosis in the Recipient." Journal of the American Society of Nephrology 17 (2006): 317-322. (Academic Article)
  - Karra, R, Vemullapalli, S, Dong, C, Herderick, EE, Song, X, Slosek, K, Nevins, JR, West, M, Goldschmidt-Clermont, PJ, and Seo, D. "Molecular evidence for arterial repair in atherosclerosis." Proc Natl Acad Sci U S A 102.46 (November 15, 2005): 16789-16794. Full Text Link to Item
  - Black, EP, Hallstrom, T, Dressman, HK, West, M, and Nevins, JR. "Distinctions in the specificity of E2F function revealed by gene expression signatures." Proc Natl Acad Sci U S A 102.44 (November 1, 2005): 15948-15953. Full Text Link to Item
  - Delong, M, Yao, G, Wang, Q, Dobra, A, Black, EP, Chang, JT, Bild, A, West, M, Nevins, JR, and Dressman, H. "DIG--a system for gene annotation and functional discovery." Bioinformatics 21.13 (July 1, 2005): 2957-2959. Full Text Link to Item
  - Petersen, RP, Bild, A, Dressman, H, Joshi, MM, Conlon, DH, West, M, Nevins, JR, and Harpole, DH. "Gene expression signatures for prognosis in NSCLC, coupled with signatures of oncogenic pathway deregulation, provide a novel approach for selection of molecular targets." Journal of clinical oncology : official journal of the American Society of Clinical Oncology 23.16_suppl (June 2005): 7020-.
  - Berchuck, A, Iversen, ES, Lancaster, JM, Pittman, J, Luo, J, Lee, P, Murphy, S, Dressman, HK, Febbo, PG, West, M, Nevins, JR, and Marks, JR. "Patterns of gene expression that characterize long-term survival in advanced stage serous ovarian cancers." Clin Cancer Res 11.10 (May 15, 2005): 3686-3696. Full Text Link to Item
  - Rich, JN, Hans, C, Jones, B, Iversen, ES, McLendon, RE, Rasheed, BKA, Dobra, A, Dressman, HK, Bigner, DD, Nevins, JR, and West, M. "Gene expression profiling and genetic markers in glioblastoma survival." Cancer Res 65.10 (May 15, 2005): 4051-4058. Full Text Link to Item
  - Jones, B, Carvalho, C, Dobra, A, Hans, C, Carter, C, and West, M. "Experiments in stochastic computation for high-dimensional graphical models." Statistical Science 20.4 (2005): 388-400. Full Text
  - Jones, B, and West, M. "Covariance decomposition in undirected Gaussian graphical models." Biometrika 92.4 (2005): 779-786. Full Text
  - Pittman, J, Huang, E, Nevins, J, Wang, Q, and West, M. "Bayesian analysis of binary prediction tree models for retrospectively sampled outcomes." Biostatistics 5.4 (October 2004): 587-601. Full Text Link to Item
  - Seo, D, Wang, T, Dressman, H, Herderick, EE, Iversen, ES, Dong, C, Vata, K, Milano, CA, Rigat, F, Pittman, J, Nevins, JR, West, M, and Goldschmidt-Clermont, PJ. "Gene expression phenotypes of atherosclerosis." Arterioscler Thromb Vasc Biol 24.10 (October 2004): 1922-1927. Full Text Link to Item
  - Huang, ES, Nevins, JR, West, M, and Kuo, PC. "An overview of genomic data analysis." Surgery 136.3 (September 2004): 497-499. Full Text Link to Item
  - Pittman, J, Huang, E, Dressman, H, Horng, C-F, Cheng, SH, Tsou, M-H, Chen, C-M, Bild, A, Iversen, ES, Huang, AT, Nevins, JR, and West, M. "Integrated modeling of clinical and gene expression information for personalized prediction of disease outcomes." Proc Natl Acad Sci U S A 101.22 (June 1, 2004): 8431-8436. Full Text Link to Item
  - Berchuck, A, Iversen, ES, Lancaster, JM, Dressman, HK, West, M, Nevins, JR, and Marks, JR. "Prediction of optimal versus suboptimal cytoreduction of advanced-stage serous ovarian cancer with the use of microarrays." Am J Obstet Gynecol 190.4 (April 2004): 910-925. Full Text Link to Item
  - Dobra, A, Hans, C, Jones, B, Nevins, JR, Yao, G, and West, M. "Sparse graphical models for exploring gene expression data." Journal of Multivariate Analysis 90.1 SPEC. ISS. (2004): 196-212. Full Text
  - Godsill, SJ, Doucet, A, and West, M. "Monte Carlo Smoothing for Nonlinear Time Series." Journal of the American Statistical Association 99.465 (2004): 156-168.
  - Hoffman, EP, Awad, T, Spira, A, Palma, J, Webster, T, Wright, G, Buckley, J, Davis, R, Hubbell, E, Jones, W, R Tibshirani, RT, Triche, T, Xiao, W, West, M, and Warrington, JA. "Expression profiling: Best practices for Affymetrix array data generation and interpretation for clinical trials." Nature Reviews Genetics 5 (2004): 229-237. (Academic Article)
  - Lopes, HF, and West, M. "Bayesian model assessment in factor analysis." Statistica Sinica 14.1 (2004): 41-67.
  - Nevins, JR, Huang, ES, Dressman, H, Pittman, J, Huang, AT, and West, M. "Towards integrated clinico-genomic models for personalized medicine: combining gene expression signatures and clinical factors in breast cancer outcomes prediction." Hum Mol Genet 12 Spec No 2 (October 15, 2003): R153-R157. (Review) Full Text Link to Item
  - Huang, ES, Black, EP, Dressman, H, West, M, and Nevins, JR. "Gene expression phenotypes of oncogenic signaling pathways." Cell Cycle 2.5 (September 2003): 415-417. (Review) Link to Item
  - Black, EP, Huang, E, Dressman, H, Rempel, R, Laakso, N, Asa, SL, Ishida, S, West, M, and Nevins, JR. "Distinct gene expression phenotypes of cells lacking Rb and Rb family members." Cancer Res 63.13 (July 1, 2003): 3716-3723. Link to Item
  - Huang, E, Ishida, S, Pittman, J, Dressman, H, Bild, A, Kloos, M, D'Amico, M, Pestell, RG, West, M, and Nevins, JR. "Gene expression phenotypic models that predict the activity of oncogenic pathways." Nat Genet 34.2 (June 2003): 226-230. Full Text Link to Item
  - Huang, E, Cheng, SH, Dressman, H, Pittman, J, Tsou, MH, Horng, CF, Bild, A, Iversen, ES, Liao, M, Chen, CM, West, M, Nevins, JR, and Huang, AT. "Gene expression predictors of breast cancer outcomes." Lancet 361.9369 (May 10, 2003): 1590-1596. Full Text Link to Item
  - Huang, E, Ishida, S, Pittmann, J, Dressman, H, Bild, A, Kloos, M, D'Amico, M, Pestell, RG, West, M, and Nevins, JR. "Erratum: Gene expression phenotypic models that predict the activity of oncogenic pathways (Nature Genetics (2003) 34 (226-230))." Nature Genetics 34.4 (2003): 465--. Full Text
  - Huang, E, West, M, and Nevins, JR. "Gene expression profiling for prediction of clinical characteristics of breast cancer." Recent Prog Horm Res 58 (2003): 55-73. (Review) Link to Item
  - Paddock, S, Ruggeri, F, Lavine, M, and West, M. "Tree models for nonparametric Bayesian inference." Statistica Sinica 13 (2003): 443-460. (Academic Article)
  - Paddock, SM, Ruggeri, F, Lavine, M, and West, M. "Randomized Polya tree models for nonparametric Bayesian inference." Statistica Sinica 13.2 (2003): 443-460.
  - Pittman, J, Huang, ES, Nevins, JR, and West, M. "Prediction tree models in clinico-genomics." Bulletin of the International Statistical Institute 54 (2003): 76-76. (Academic Article)
  - Fong, W, Godsill, SJ, Doucet, A, and West, M. "Monte Carlo smoothing with application to audio signal enhancement." IEEE Transactions on Signal Processing 50.2 (2002): 438-449. Full Text
  - Lee, HKH, Higdon, DM, Bi, Z, Ferreira, MAR, and West, M. "Markov random field models for high-dimensional parameters in simulations of fluid flow in porous media." Technometrics 44.3 (2002): 230-241. Full Text
  - Spang, R, Zuzan, H, West, M, Nevins, J, Blanchette, C, and Marks, JR. "Prediction and uncertainty in the analysis of gene expression profiles." In Silico Biol 2.3 (2002): 369-381. Link to Item
  - Tebaldi, C, West, M, and Karr, AF. "Statistical analyses of freeway traffic flows." Journal of Forecasting 21.1 (2002): 39-68. Full Text
  - West, M, Blanchette, C, Dressman, H, Huang, E, Ishida, S, Spang, R, Zuzan, H, Olson, JA, Marks, JR, and Nevins, JR. "Predicting the clinical status of human breast cancer by using gene expression profiles." Proc Natl Acad Sci U S A 98.20 (September 25, 2001): 11462-11467. Full Text Link to Item
  - Ishida, S, Huang, E, Zuzan, H, Spang, R, Leone, G, West, M, and Nevins, JR. "Role for E2F in control of both DNA replication and mitotic functions as revealed from DNA microarray analysis." Mol Cell Biol 21.14 (July 2001): 4684-4699. Full Text Link to Item
  - Godsill, S, Doucet, A, and West, M. "Maximum a posteriori sequence estimation using Monte Carlo particle filters." ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS 53.1 (March 2001): 82-96. Full Text Link to Item
  - Prado, R, Huerta, G, and West, M. "Bayesian time-varying autoregressions: Theory, methods and applications." Resenhas 4 (2001): 405-422. (Academic Article)
  - Prado, R, West, M, and Krystal, AD. "Multi-channel EEG analyses via dynamic regression models with time-varying lag/lead structure." Journal of the Royal Statistical Society (Ser. C) 50 (2001): 95-110. (Academic Article)
  - Prado, R, West, M, and Krystal, AD. "Multichannel electroencephalographic analyses via dynamic regression models with time-varying lag-lead structure." Journal of the Royal Statistical Society. Series C: Applied Statistics 50.1 (2001): 95-109.
  - Spang, R, Zuzan, H, West, M, Nevins, JR, Blanchette, C, and Marks, JR. "Prediction and uncertainty in the analysis of gene expression profiles." In Silico Biology 2 (2001): 0033-0033. (Academic Article)
  - Aguilar, O, and West, M. "Bayesian dynamic factor models and portfolio allocation." Journal of Business and Economic Statistics 18.3 (2000): 338-357.
  - Burgess, J, Lourdes, V, and West, M. "Profiling mental health provider trends in health care delivery systems." Health Services & Outcomes Research Methodology 100 (2000): 253-276. (Academic Article)
  - Doucet, A, Godsill, SJ, and West, M. "Monte Carlo filtering and smoothing with application to time-varying spectral estimation." ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2 (2000): 701-704.
  - Huerta, G, and West, M. "Priors and component structures in autoregressive time series models (vol 61, pg 881, 1999)." JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 62 (2000): 429-429. Full Text Link to Item
  - Krystal, AD, West, M, Prado, R, Greenside, H, Zoldi, S, and Weiner, RD. "EEG effects of ECT: implications for rTMS." Depress Anxiety 12.3 (2000): 157-165. (Review) Full Text Link to Item
  - Krystal, AD, Prado, R, and West, M. "New methods of time series analysis of non-stationary EEG data: eigenstructure decompositions of time varying autoregressions." Clin Neurophysiol 110.12 (December 1999): 2197-2206. Link to Item
  - Huerta, G, and West, M. "Bayesian inference on periodicities and component spectral structure in time series." Journal of Time Series Analysis 20.4 (1999): 401-416.
  - Huerta, G, and West, M. "Priors and component structures in autoregressive time series models." Journal of the Royal Statistical Society. Series B: Statistical Methodology 61.4 (1999): 881-899.
  - Krystal, AD, Prado, R, and West, M. "New methods of time series analysis for non-stationary EEG data: Eigenstructure decompositions of time varying autoregressions." Clinical Neurophysiology 110 (1999): 1-10. (Academic Article)
  - West, M, Prado, R, and Krystal, AD. "Evaluation and Comparison of EEG Traces: Latent Structure in Nonstationary Time Series." Journal of the American Statistical Association 94.448 (1999): 1083-1095.
  - West, M, Prado, R, and Krystal, AD. "Evaluation and Comparison of EEG Traces: Latent Structure in Nonstationary Time Series." Journal of the American Statistical Association 94.446 (1999): 375-387.
  - Tebaldi, C, and West, M. "Rejoinder." Journal of the American Statistical Association 93.442 (June 1998): 576-576. Full Text
  - Huerta, G, and West, M. "Bayesian inference for unequally-spaced time series." JSM Proceedings,Section on Bayesian Statistical Science. Alexandria, VA: American Statistical Association (1998): 17-21.
  - Tebaldi, C, and West, M. "Bayesian inference on network traffic using link count data (with discussion)." Journal of the American Statistical Association 93 (1998): 557-576. (Academic Article)
  - Tebaldi, C, and West, M. "Bayesian inference on network traffic using link count data." Journal of the American Statistical Association 93.442 (1998): 557-573.
  - West, M. "Time-frequency decompositions: Bayesian model-based approaches." Conference Record of the Asilomar Conference on Signals, Systems and Computers 1 (1998): 276--.
  - Turner, DA, Chen, Y, Isaac, JT, West, M, and Wheal, HV. "Excitatory synaptic site heterogeneity during paired pulse plasticity in CA1 pyramidal cells in rat hippocampus in vitro." J Physiol 500 ( Pt 2) (April 15, 1997): 441-461. Link to Item
  - Cao, G, and West, M. "Computing distributions of order statistics." Communications in Statistics - Theory and Methods 26.3 (1997): 755-764.
  - Cargnoni, C, Müller, P, and West, M. "Bayesian forecasting of multinomial time series through conditionally Gaussian dynamic models." Journal of the American Statistical Association 92.438 (1997): 640-647.
  - Müller, P, West, M, and Maceachern, S. "Bayesian models for non-linear autoregressions." Journal of Time Series Analysis 18.6 (1997): 593-614.
  - Robert, CP, Aitkin, M, Cox, DR, Stephens, M, Polymenis, A, Gilks, WR, Nobile, A, Hodgson, M, OHagan, A, Longford, NT, Dawid, AP, Atkinson, AC, Bernardo, JM, Besag, J, Brooks, SP, Byers, S, Raftery, A, Celeux, G, Cheng, RCH, Liu, WB, Chien, YH, George, EI, Cressie, N, Huang, HC, Gruet, MA, Heath, SC, Jennison, C, Lawson, AB, Clark, A, McLachlan, G, Peel, D, Mengersen, K, George, A, Philippe, A, Roeder, K, Wasserman, L, Schlattmann, P, Bohning, D, Titterington, DM, Tong, H, and West, M. "On Bayesian analysis of mixtures with an unknown number of components - Discussion." JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 59.4 (1997): 758-792. Link to Item
  - Turner, DA, Chen, Y, Isaac, J, West, M, and Wheal, HV. "Heterogeneity between non-NMDA synaptic sites in paired-pulse plasticity of CA1 pyramidal neurons in the hippocampus." Journal of Physiology 500 (1997): 441-461. (Academic Article)
  - West, M. "Hierarchical mixture models in neurological transmission analysis." Journal of the American Statistical Association 92.438 (1997): 587-606.
  - West, M. "Time series decomposition." Biometrika 84.2 (1997): 489-494.
  - Cao, G, and West, M. "Practical Bayesian inference using mixtures of mixtures." Biometrics 52.4 (1996): 1334-1341. Full Text
  - Müller, P, Erkanli, A, and West, M. "Bayesian curve fitting using multivariate normal mixtures." Biometrika 83.1 (1996): 67-79.
  - West, M. "Inference in successive sampling discovery models." Journal of Econometrics 75.1 (1996): 217-238. Full Text
  - West, M. "Bayesian Inference in Cyclical Component Dynamic Linear Models." Journal of the American Statistical Association 90.432 (December 1995): 1301-1312. Full Text
  - West, M. "Bayesian inference in cyclical component dynamic linear models." JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 90.432 (December 1995): 1301-1312. Full Text Link to Item
  - ESCOBAR, MD, and WEST, M. "BAYESIAN DENSITY-ESTIMATION AND INFERENCE USING MIXTURES." JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 90.430 (June 1995): 577-588. Full Text Link to Item
  - Escobar, MD, and West, M. "Bayesian Density Estimation and Inference Using Mixtures." Journal of the American Statistical Association 90.430 (June 1995): 577-588. Full Text
  - WEST, M, and TURNER, DA. "DECONVOLUTION OF MIXTURES IN ANALYSIS OF NEURAL SYNAPTIC TRANSMISSION." STATISTICIAN 43.1 (1994): 31-43. Full Text Link to Item
  - Turner, DA, and West, M. "Bayesian analysis of mixtures applied to post-synaptic potential fluctuations." J Neurosci Methods 47.1-2 (April 1993): 1-21. Link to Item
  - Turner, DA, and West, M. "Statistical analysis of mixtures applied to postsynaptic potential fluctuations." Journal of Neuroscience Methods 47 (1993): 1-23. (Academic Article)
  - WEST, M. "APPROXIMATING POSTERIOR DISTRIBUTIONS BY MIXTURES." JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL 55.2 (1993): 409-422. Link to Item
  - West, M. "Approximating posterior distributions by mixtures." Journal of the Royal Statistical Society (Ser. B) 54 (1993): 553-568. (Academic Article)
  - West, M. "Mixture models, Monte Carlo, Bayesian updating and dynamic models." Computing Science and Statistics 24 (1993): 325-333. (Academic Article)
  - LAVINE, M, and WEST, M. "A BAYESIAN METHOD FOR CLASSIFICATION AND DISCRIMINATION." CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 20.4 (December 1992): 451-461. Full Text Link to Item
  - WEST, M, and CROSSE, J. "MODELING PROBABILISTIC AGENT OPINION." JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL 54.1 (1992): 285-299. Link to Item
  - WEST, M. "MODELING AGENT FORECAST DISTRIBUTIONS." JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL 54.2 (1992): 553-567. Link to Item
  - WEST, M, and WINKLER, RL. "DATA-BASE ERROR TRAPPING AND PREDICTION." JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 86.416 (December 1991): 987-996. Full Text Link to Item
  - Harrison, J, and West, M. "Dynamic linear model diagnostics." Biometrika 78.4 (1991): 797-808. Full Text
  - West, M, and Winkler, RL. "Data base error trapping and prediction." Journal of the American Statistical Association 86.416 (January 1, 1991): 987-996. Full Text
  - West, M. "Kernel density estimation and marginalization consistency." Biometrika 78.2 (1991): 421-425. Full Text
  - POLE, A, and WEST, M. "EFFICIENT BAYESIAN LEARNING IN NONLINEAR DYNAMIC-MODELS." JOURNAL OF FORECASTING 9.2 (1990): 119-136. Full Text Link to Item
  - Pole, A, and West, M. "REFERENCE ANALYSIS OF THE DYNAMIC LINEAR MODEL." Journal of Time Series Analysis 10.2 (March 1989): 131-147. Full Text
  - Pole, A, and West, M. "Reference analysis of the DLM." Journal of Time Series Analysis 10 (1989): 131-147. (Academic Article)
  - West, M, and Harrison, PJ. "Subjective intervention in formal models." Journal of Forecasting 8 (1989): 33-53. (Academic Article)
  - WEST, M. "BAYESIAN STATISTICS, VOL 2, PROCEEDINGS OF THE 2ND VALENCIA INTERNATIONAL MEETING ON BAYESIAN STATISTICS, 6-10 SEPTEMBER, 1983 - BERNARDO,JM, DEGROOT,MH, LINDLEY,DV, SMITH,AFM." INTERNATIONAL JOURNAL OF FORECASTING 4.4 (1988): 609-611. Full Text Link to Item
  - GAMERMAN, D, and WEST, M. "AN APPLICATION OF DYNAMIC SURVIVAL MODELS IN UNEMPLOYMENT STUDIES." JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN 36.2-3 (1987): 269-274. Link to Item
  - Gamerman, D, and West, M. "A time series application of dynamic survival models in unemployment studies." The Statistician 36 (1987): 269-274. (Academic Article)
  - Harrison, PJ, and West, M. "Practical Bayesian forecasting." The Statistician 36 (1987): 115-125. (Academic Article)
  - Quintana, JM, and West, M. "An analysis of international exchange rates using multivariate DLMs." The Statistician 36 (1987): 275-281. (Academic Article)
  - West, M, Harrison, PJ, and Pole, A. "BATS: Bayesian Analysis of Time Series." The Professional Statistician 6 (1987): 43-46. (Academic Article)
  - West, M. "On scale mixtures of normal distributions." Biometrika 74 (1987): 646-648. (Academic Article)
  - WEST, M. "INFLUENCE FUNCTIONALS FOR TIME-SERIES - DISCUSSION." ANNALS OF STATISTICS 14.3 (September 1986): 838-840. Full Text Link to Item
  - West, M, and Harrison, PJ. "Monitoring and Adaptation in Bayesian Forecasting Models." Journal of the American Statistical Association 81.395 (September 1986): 741-750. Full Text
  - West, M, and Harrison, PJ. "Monitoring and adaptation in Bayesian forecasting models." Journal of the American Statistical Association 81 (1986): 741-750. (Academic Article)
  - West, M. "Bayesian model monitoring." Journal of the Royal Statistical Society (Ser. B) 48 (1986): 70-78. (Academic Article)
  - West, M. "Discussion of: Influence functionals for time series." Annals of Statistics 14 (1986): 838-840. (Academic Article)
  - West, M, Harrison, PJ, and Migon, HS. "Dynamic Generalized Linear Models and Bayesian Forecasting." Journal of the American Statistical Association 80.389 (March 1985): 73-83. Full Text
  - West, M, Harrison, PJ, and Migon, HS. "Rejoinder." Journal of the American Statistical Association 80.389 (March 1985): 96-97. Full Text
  - HARRISON, PJ, and WEST, M. "ASPECTS OF BAYESIAN FORECASTING." JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY 36.12 (1985): 1155-1155. Link to Item
  - West, M, Harrison, P, and Migon, HS. "Dynamic generalised linear models and Bayesian forecasting (with discussion)." Journal of the American Statistical Association 80 (1985): 73-97. (Academic Article)
  - West, M. "Outlier models and prior distributions in Bayesian linear regression." Journal of the Royal Statistical Society (Ser. B) 46 (1984): 431-439. (Academic Article)
  - West, M. "Bayesian aggregation." Journal of the Royal Statistical Society (Ser. A) 147 (1984): 600-607. (Academic Article) Link to Item
  - Smith, AFM, West, M, Gordon, K, Knapp, MS, and Trimble, I. "Monitoring kidney transplant patients." The Statistician 32 (1983): 46-54. (Academic Article)
  - Smith, AFM, and West, M. "Monitoring renal transplants: An application of the multi-process Kalman filter." Biometrics 39 (1983): 867-878. (Academic Article) Link to Item
  - Trimble, I, West, M, Knapp, MS, Pownall, R, and Smith, AFM. "Detection of renal allograft rejection by computer." British Medical Journal 286 (1983): 1695-1699. (Academic Article)
  - Knapp, MS, Trimble, I, Pownall, R, West, M, and Smith, A. "The detection of sudden change in renal function by time-series analysis, including the use of the Kalman Filter - a new statistical approach with potential applications for chronobiologists." Advances in the Biosciences 41.C (December 1, 1982): 369-373.
  - West, M. "Robust sequential approximate Bayesian estimation." Journal of the Royal Statistical Society (Ser. B) 43 (1981): 157-166. (Academic Article)
  - Bonassi, FV, Chan, C, and West, M. "Bayesian analysis of immune response dynamics with sparse time series data." Link to Item
  - Chen, X, Irie, K, Banks, D, Haslinger, R, Thomas, J, and West, M. "Scalable Bayesian modeling, monitoring and analysis of dynamic network flow data." Link to Item
  - Irie, K, and West, M. "Bayesian emulation for optimization in multi-step portfolio decisions." Link to Item
  - McAlinn, K, and West, M. "Dynamic Bayesian Predictive Synthesis in Time Series Forecasting." Link to Item
- Reports
  - Bonassi, FV, and West, M. Sequential Monte Carlo with Adaptive Weights for Approximate Bayesian Computation. March 2015. Full Text
  - Bonassi, FV, Chan, C, and West, M. Bayesian computation for immune response modeling with sparse time series data. Department of Statistical Science, Duke University, May 15, 2014. Link to Item
  - Nakajima, J, and West, M. Sparse and dynamic transfer response factor models via Bayesian latent thresholding. Department of Statistical Science, Duke University, June 2013.
  - Fox, EB, and West, M. Autoregressive models for variance matrices: Stationary inverse Wishart processes. Department of Statistical Science, Duke University, 2013.
  - Lin, L, Chan, C, and West, M. Discriminative variable subsets in Bayesian classification with mixture models. Department of Statistical Science, Duke University, 2013.
  - Xie, M, and West, M. Dynamic discounting for model mixing in Bayesian forecasting. Department of Statistical Science, Duke University, 2013.
  - Cron, AJ, and West, M. Models of random sparse eigenmatrices matrices with application to Bayesian factor analysis. Department of Statistical Science, Duke University, 2012.
  - Ji, C, Shen, H, and West, M. Bounded approximations for marginal likelihoods. Department of Statistical Science, Duke University, 2010.
  - Manolopoulou, I, Wang, X, Ji, C, Lynch, HE, Stewart, S, Sempowski, GD, Alam, SM, West, M, and Kepler, TB. Statistical analysis of immunofluorescent histology. Department of Statistical Science, Duke University, 2010.
  - Merl, D, and West, M. Hierarchical nonparametric mixture models. Department of Statistical Science, Duke University, 2009.
  - Reeson, C, Carvalho, CM, and West, M. Dynamic graphical models and portfolio allocations for structured mutual funds. Department of Statistical Science, Duke University, 2009.
  - Wang, Q, You, L, and West, M. CellTracer: Software for automated image segmentation and lineage mapping for single-cell studies. Department of Statistical Science, Duke University, 2008.
  - Ferreira, MAR, Higdon, DM, Lee, HKH, and West, M. Multi-scale random field models. Institute of Statistics and Decision Sciences, Duke University, 2005.
  - West, M. Statistical inference for gravity models in transportation flow forecasting. Duke University, 1994.
Teaching & Mentoring
Recent Courses
- STA 493: Research Independent Study 2018
- STA 642: Time Series and Dynamic Models 2018
- STA 701S: Readings in Statistical Science 2018
- STA 831: Probability and Statistical Models 2018
- STA 993: Independent Study 2018
- STA 942: Time Series and Forecasting 2016

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