Bayesian statistics and modelling R van de Schoot, S Depaoli, R King, B Kramer, K Märtens, MG Tadesse, ... Nature Reviews Methods Primers 1 (1), 1, 2021 | 707 | 2021 |
Multivariate Bayesian variable selection and prediction PJ Brown, M Vannucci, T Fearn Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1998 | 490 | 1998 |
Gene selection: a Bayesian variable selection approach KE Lee, N Sha, ER Dougherty, M Vannucci, BK Mallick Bioinformatics 19 (1), 90-97, 2003 | 455 | 2003 |
Bayesian variable selection in clustering high-dimensional data MG Tadesse, N Sha, M Vannucci Journal of the American Statistical Association 100 (470), 602-617, 2005 | 312 | 2005 |
Variable selection in clustering via Dirichlet process mixture models S Kim, MG Tadesse, M Vannucci Biometrika 93 (4), 877-893, 2006 | 242 | 2006 |
Bayesian inference of multiple Gaussian graphical models C Peterson, FC Stingo, M Vannucci Journal of the American Statistical Association 110 (509), 159-174, 2015 | 217 | 2015 |
Bayes model averaging with selection of regressors PJ Brown, M Vannucci, T Fearn Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002 | 216 | 2002 |
Bayesian wavelet regression on curves with application to a spectroscopic calibration problem PJ Brown, T Fearn, M Vannucci Journal of the American Statistical Association 96 (454), 398-408, 2001 | 216 | 2001 |
A fully Bayesian latent variable model for integrative clustering analysis of multi-type omics data Q Mo, R Shen, C Guo, M Vannucci, KS Chan, SG Hilsenbeck Biostatistics 19 (1), 71-86, 2018 | 202 | 2018 |
Incorporating biological information into linear models: A Bayesian approach to the selection of pathways and genes FC Stingo, YA Chen, MG Tadesse, M Vannucci The annals of applied statistics 5 (3), 1978-2002, 2011 | 181 | 2011 |
Bayesian variable selection in multinomial probit models to identify molecular signatures of disease stage N Sha, M Vannucci, MG Tadesse, PJ Brown, I Dragoni, N Davies, ... Biometrics 60 (3), 812-819, 2004 | 177 | 2004 |
Decomposing intra-subject variability in children with attention-deficit/hyperactivity disorder A Di Martino, M Ghaffari, J Curchack, P Reiss, C Hyde, M Vannucci, ... Biological psychiatry 64 (7), 607-614, 2008 | 168 | 2008 |
Wavelet-based nonparametric modeling of hierarchical functions in colon carcinogenesis JS Morris, M Vannucci, PJ Brown, RJ Carroll Journal of the American Statistical Association 98 (463), 573-583, 2003 | 159 | 2003 |
Bayesian inference for gene expression and proteomics KA Do, P Müller, M Vannucci Cambridge University Press, 2006 | 132 | 2006 |
Bayesian variable selection for the analysis of microarray data with censored outcomes N Sha, MG Tadesse, M Vannucci Bioinformatics 22 (18), 2262-2268, 2006 | 121 | 2006 |
Detecting traffic anomalies through aggregate analysis of packet header data SS Kim, ALN Reddy, M Vannucci International Conference on Research in Networking, 1047-1059, 2004 | 121 | 2004 |
Wavelet change-point prediction of transmembrane proteins P Lio, M Vannucci Bioinformatics 16 (4), 376-382, 2000 | 112 | 2000 |
Variable selection for nonparametric Gaussian process priors: Models and computational strategies T Savitsky, M Vannucci, N Sha Statistical science: a review journal of the Institute of Mathematical …, 2011 | 111 | 2011 |
A microarray analysis of sex-and gonad-biased gene expression in the zebrafish: evidence for masculinization of the transcriptome CM Small, GE Carney, Q Mo, M Vannucci, AG Jones BMC Genomics 10 (1), 579, 2009 | 110 | 2009 |
The choice of variables in multivariate regression: a non-conjugate Bayesian decision theory approach BJ Brown, T Fearn, M Vannucci Biometrika 86 (3), 635-648, 1999 | 107 | 1999 |