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.
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.
West, M. "Bayesian forecasting." Encyclopedia of Statistical Sciences. Ed. S Kotz, CB Read, and DL Banks. Wiley, 1998. 50-60.
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
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.
Zhou, X, Nakajima, J, and West, M. "Bayesian forecasting and portfolio decisions using dynamic dependent factor models." International Journal of Forecasting - (2014): ---. (Academic Article)
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
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
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
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
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
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
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
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
Ferreira, MAR, Bi, Z, West, M, Lee, HKH, and Higdon, DM. "Multiscale modelling of 1-D permeability fields." Oxford University Press, 2003.
West, M. "Case Studies in Bayesian Statistics V." Springer-Verlag, New York, 2001.
Aguilar, O, and West, M. "Analysis of hospital quality monitors using hierarchical time series models." Springer Verlag, New York, 1999.
Aguilar, O, Huerta, G, Prado, R, and West, M. "Bayesian inference on latent structure in time series." 1999.
West, M. "Case Studies in Bayesian Statistics IV." Springer-Verlag, New York, 1998.
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. "Some statistical issues in Palæoclimatology (with discussion)." Oxford University Press, 1996.
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.