| 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 | 981 | 2021 |
| Multivariate Bayesian variable selection and prediction PJ Brown, M Vannucci, T Fearn Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1998 | 504 | 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 | 322 | 2005 |
| Variable selection in clustering via Dirichlet process mixture models S Kim, MG Tadesse, M Vannucci Biometrika 93 (4), 877-893, 2006 | 249 | 2006 |
| 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 | 248 | 2018 |
| Bayesian inference of multiple Gaussian graphical models C Peterson, FC Stingo, M Vannucci Journal of the American Statistical Association 110 (509), 159-174, 2015 | 233 | 2015 |
| 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 | 225 | 2001 |
| Bayes model averaging with selection of regressors PJ Brown, M Vannucci, T Fearn Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002 | 220 | 2002 |
| 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 | 192 | 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 | 181 | 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 | 174 | 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 | 163 | 2003 |
| Bayesian inference for gene expression and proteomics KA Do, P Müller, M Vannucci Cambridge University Press, 2006 | 129 | 2006 |
| 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 | 127 | 2011 |
| 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 | 123 | 2004 |
| Bayesian variable selection for the analysis of microarray data with censored outcomes N Sha, MG Tadesse, M Vannucci Bioinformatics 22 (18), 2262-2268, 2006 | 122 | 2006 |
| 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 | 114 | 2009 |
| Wavelet change-point prediction of transmembrane proteins P Lio, M Vannucci Bioinformatics 16 (4), 376-382, 2000 | 112 | 2000 |
| Covariance structure of wavelet coefficients: theory and models in a Bayesian perspective M Vannucci, F Corradi Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999 | 109 | 1999 |
Michele GuindaniDepartment of Biostatistics, University of California, Los AngelesVerified email at ucla.edu
Mahlet G. TadesseProfessor & Chair, Georgetown UniversityVerified email at georgetown.eduFrancesco C. StingoProfessor of Statistics, University of FlorenceVerified email at unifi.it
Philip BrownProfessor of Statistics, University of Kent, UKVerified email at kent.ac.uk
Christine B. PetersonAssociate Professor of Biostatistics, University of Texas MD Anderson Cancer CenterVerified email at mdanderson.org
Tom FearnProfessor of Applied Statistics, UCLVerified email at stats.ucl.ac.uk
Sharon ChiangDepartment of Neurology, University of California, San FranciscoVerified email at ucsf.edu
David B. DahlDepartment of Statistics, Brigham Young UniversityVerified email at stat.byu.edu
Zulfi HaneefAssociate Professor of Neurology, Baylor College of MedicineVerified email at bcm.edu
Qianxing MoH. Lee Moffitt Cancer Center & Research InstituteVerified email at moffitt.org
Cassese AlbertoUniversity of FlorenceVerified email at unifi.it
Ruth KingThomas Bayes' Chair of Statistics, University of EdinburghVerified email at ed.ac.uk
Christopher YauUniversity of OxfordVerified email at wrh.ox.ac.uk
Rens van de SchootUtrecht UniversityVerified email at uu.nl
Pietro LiòProfessor, University of CambridgeVerified email at cam.ac.uk
