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
- NOV 7, 2018
  
  Statistical Science Professor Awarded for Contributions to Bayesian Analysis
- 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.
  - The Oxford Handbook of Applied Bayesian Analysis. Ed. A O' Hagan and M West. 2010.
  - Prado, R, and West, M. Time series: Modeling, computation, and inference. January 1, 2010. Full Text
  - 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
  - Yao, Y, Vehtari, A, Simpson, D, Gelman, A, Clarke, B, Li, M, Grunwald, P, de Heide, R, Dawid, AP, Yoo, WW, Winkler, RL, Jose, VRR, Lichtendahl, KC, Grushka-Cockayne, Y, McAlinn, K, Aastveit, KA, West, M, Shin, M, Zhou, T, Hoogerheide, L, van Dijk, HK, Bakka, HC, Castro-Camilo, D, Franco-Villoria, M, Freni-Sterrantino, A, Huser, R, Opitz, T, Rue, H, Ferreira, MAR, Pericchi, L, Franck, CT, Belitser, E, Nurushev, N, Iacopini, M, and Tonellato, S. "Using Stacking to Average Bayesian Predictive Distributions (with Discussion)." Bayesian Analysis 13.3 (September 1, 2018): 917-1003. (Academic Article) Full Text 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." Journal of the American Statistical Association (July 10, 2017): 1-15. Full Text
  - 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. Yang, H. 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, RF, 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, MFJ, Taylor, R, Tzavalis, E, Zakoian, J-M, Boswijk, HP, Luati, A, and Maheu, JM. "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)
  - 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 (June 2013): 309-331. Full Text
  - Nakajima, J, and West, M. "Bayesian Analysis of Latent Threshold Dynamic Models." Journal of Business & Economic Statistics 31.2 (April 2013): 151-164. Full Text
  - 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
  - Nakajima, J, and West, M. "Dynamic Factor Volatility Modeling: A Bayesian Latent Threshold Approach." Journal of Financial Econometrics 11.1 (January 1, 2013): 116-153. Full Text
  - 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 (September 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 (September 2012): 871-874. Full Text
  - Wang, Q, and West, M. "Model-controlled flooding with applications to image reconstruction and segmentation." Journal of Electronic Imaging 21.2 (June 2012). 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
  - Yao, G, Tan, C, West, M, Nevins, JR, and You, L. "Origin of bistability underlying mammalian cell cycle entry." Molecular Systems Biology 7 (April 2011): 485-null. Full Text
  - 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
  - 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." Plos Genetics 6.9 (September 2, 2010): e1001093-null. Full Text Open Access Copy
  - 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
  - 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 : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 19.2 (June 2010): 419-438. Full Text Open Access Copy
  - 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)
  - Wang, Q, Niemi, J, Tan, C-M, You, L, and West, M. "Image Segmentation and Dynamic Lineage Analysis in Single-Cell Fluorescence Microscopy." Cytometry Part A 77A.1 (January 1, 2010): 101-110. (Academic Article) Full Text Link to Item
  - Wang, Q, Niemi, J, Tan, C-M, You, L, and West, M. "Image segmentation and dynamic lineage analysis in single-cell fluorescence microscopy." Cytometry. Part a : the Journal of the International Society for Analytical Cytology 77.1 (January 2010): 101-110. 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 Analysis 4.2 (December 2009): 297-316. Full Text
  - 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." Molecular Cell 34.1 (April 2009): 104-114. Full Text
  - 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 (January 2009): e4523-null. Full Text
  - 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 Genetics 4.12 (December 5, 2008): e1000293-null. Full Text
  - 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 (December 2008): 1438-1456. Full Text
  - Chan, C, Feng, F, Ottinger, J, Foster, D, West, M, and Kepler, TB. "Statistical mixture modeling for cell subtype identification in flow cytometry." Cytometry Part A 73A.8 (August 1, 2008): 693-701. (Academic Article) 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
  - 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 Zhou, XJ. "An integrative approach to characterize disease-specific pathways and their coordination: a case study in cancer." Bmc Genomics 9 Suppl 1 (January 2008): S12-null. 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)
  - Hans, C, Dobra, A, and West, M. "Shotgun Stochastic Search for “Large p ” Regression." Journal of the American Statistical Association 102.478 (June 2007): 507-516. Full Text
  - 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, 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." Clinical Cancer Research : an Official Journal of the American Association for Cancer Research 12.3 Pt 1 (February 2006): 819-826. Full Text
  - 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 2006): 353-357. Full Text
  - 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." Proceedings of the National Academy of Sciences of the United States of America 102.46 (November 7, 2005): 16789-16794. Full Text
  - Black, EP, Hallstrom, T, Dressman, HK, West, M, and Nevins, JR. "Distinctions in the specificity of E2F function revealed by gene expression signatures." Proceedings of the National Academy of Sciences of the United States of America 102.44 (November 2005): 15948-15953. Full Text
  - 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 (November 2005): 388-400. Full Text
  - 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 (Oxford, England) 21.13 (July 2005): 2957-2959. Full Text
  - 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 Research 65.10 (May 2005): 4051-4058. 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 (Oxford, England) 5.4 (October 2004): 587-601. Full Text
  - 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
  - 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 (July 2004): 196-212. Full Text
  - 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." Proceedings of the National Academy of Sciences of the United States of America 101.22 (June 2004): 8431-8436. Full Text
  - 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
  - Godsill, SJ, Doucet, A, and West, M. "Monte Carlo Smoothing for Nonlinear Time Series." Journal of the American Statistical Association 99.465 (March 2004): 156-168. Full Text
  - 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 (January 1, 2004): 41-67. (Review)
  - 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." Human Molecular Genetics 12 Spec No 2 (October 2003): R153-R157. (Review) Full Text
  - 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
  - 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 34.4 (August 2003): 465-465. Full Text
  - 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." Nature Genetics 34.2 (June 2003): 226-230. Full Text
  - 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, 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 (January 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." Proceedings of the National Academy of Sciences of the United States of America 98.20 (September 18, 2001): 11462-11467. Full Text
  - 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." Molecular and Cellular Biology 21.14 (July 2001): 4684-4699. Full Text
  - 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, 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 (February 2001): 95-109. Full Text
  - 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)
  - 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 & Economic Statistics 18.3 (July 2000): 338-357. Full Text
  - 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." Depression and Anxiety 12.3 (January 2000): 157-165. (Review) Full Text
  - Krystal, AD, Prado, R, and West, M. "New methods of time series analysis of non-stationary EEG data: eigenstructure decompositions of time varying autoregressions." Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology 110.12 (December 1999): 2197-2206. Full Text
  - Huerta, G, and West, M. "Bayesian Inference on Periodicities and Component Spectral Structure in Time Series." Journal of Time Series Analysis 20.4 (July 1999): 401-416. Full Text
  - 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 (June 1999): 375-387. Full Text
  - 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.
  - Tebaldi, C, and West, M. "Rejoinder." Journal of the American Statistical Association 93.442 (June 1998): 576-576. Full Text
  - Tebaldi, C, and West, M. "Bayesian inference on network traffic using link count data." Journal of the American Statistical Association 93.442 (June 1, 1998): 557-573. (Academic Article) Full Text Link to Item
  - Tebaldi, C, and West, M. "Bayesian Inference on Network Traffic Using Link Count Data." Journal of the American Statistical Association 93.442 (June 1998): 557-573. 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.
  - West, M. "Time-frequency decompositions: Bayesian model-based approaches." Conference Record of the Asilomar Conference on Signals, Systems and Computers 1 (1998): 276--.
  - Muller, P, West, M, and MacEachern, S. "Bayesian Models for Non-linear Autoregressions." Journal of Time Series Analysis 18.6 (November 1997): 593-614. Full Text
  - 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 (June 1997): 640-647. Full Text
  - 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.
  - 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.
  - Muller, P. "Bayesian curve fitting using multivariate normal mixtures." Biometrika 83.1 (March 1, 1996): 67-79. Full Text
  - Cao, G, and West, M. "Practical Bayesian inference using mixtures of mixtures." Biometrics 52.4 (1996): 1334-1341. Full Text
  - 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 1, 1995): 577-588. (Academic Article) 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 20.4 (December 1992): 451-461. Full Text
  - WEST, M, and CROSSE, J. "MODELING PROBABILISTIC AGENT OPINION." Journal of the Royal Statistical Society Series B Methodological 54.1 (January 1, 1992): 285-299. (Academic Article) Link to Item
  - WEST, M. "MODELING AGENT FORECAST DISTRIBUTIONS." Journal of the Royal Statistical Society Series B Methodological 54.2 (January 1, 1992): 553-567. (Academic Article) 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, J. "Subjective intervention in formal models." Journal of Forecasting 8.1 (January 1989): 33-53. Full Text
  - 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, J, and WEST, M. "PRACTICAL BAYESIAN FORECASTING." Journal of the Royal Statistical Society Series D the Statistician 36.2-3 (January 1, 1987): 115-125. (Academic Article) Link to Item
  - QUINTANA, JM, and WEST, M. "AN ANALYSIS OF INTERNATIONAL EXCHANGE-RATES USING MULTIVARIATE DLMS." Journal of the Royal Statistical Society Series D the Statistician 36.2-3 (January 1, 1987): 275-281. (Academic Article) Link to Item
  - WEST, M. "On scale mixtures of normal distributions." Biometrika 74.3 (1987): 646-648. Full Text
  - West, M, Harrison, PJ, and Pole, A. "BATS: Bayesian Analysis of Time Series." The Professional Statistician 6 (1987): 43-46. (Academic Article)
  - WEST, M, and HARRISON, PJ. "MONITORING AND ADAPTATION IN BAYESIAN FORECASTING MODELS." Journal of the American Statistical Association 81.395 (September 1, 1986): 741-750. (Academic Article) Full Text Link to Item
  - 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. "BAYESIAN MODEL MONITORING." Journal of the Royal Statistical Society Series B Methodological 48.1 (January 1, 1986): 70-78. (Academic Article) Link to Item
  - 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)
  - Berry, L, and West, M. "Bayesian forecasting of many count-valued time series." . Link to Item
  - Berry, LR, Helman, P, and West, M. "Probabilistic forecasting of heterogeneous consumer transaction-sales time series." . Link to Item
  - Bonassi, FV, Chan, C, and West, M. "Bayesian analysis of immune response dynamics with sparse time series data." Link to Item
  - Chen, X, Banks, D, and West, M. "Bayesian Dynamic Modeling and Monitoring of Network Flows." . Link to Item
  - Irie, K, and West, M. "Bayesian emulation for optimization in multi-step portfolio decisions." Link to Item
  - McAlinn, K, Aastveit, KA, Nakajima, J, and West, M. "Multivariate Bayesian Predictive Synthesis in Macroeconomic Forecasting." . 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

Some information on this profile has been compiled automatically from Duke databases and external sources. (Our About page explains how this works.) If you see a problem with the information, please write to Scholars@Duke and let us know. We will reply promptly.

Duke Appointment History

In the News

Awards & Honors

Selected Publications

Books

Book Sections

Conference Papers

Journal Articles

Reports

Recent Courses