Marina Vannucci
Marina Vannucci
Noah Harding Professor of Statistics, Rice University
Verified email at - Homepage
Cited by
Cited by
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
Multivariate Bayesian variable selection and prediction
PJ Brown, M Vannucci, T Fearn
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1998
Gene selection: a Bayesian variable selection approach
KE Lee, N Sha, ER Dougherty, M Vannucci, BK Mallick
Bioinformatics 19 (1), 90-97, 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
Variable selection in clustering via Dirichlet process mixture models
S Kim, MG Tadesse, M Vannucci
Biometrika 93 (4), 877-893, 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
Bayes model averaging with selection of regressors
PJ Brown, M Vannucci, T Fearn
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 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
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
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
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
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
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
Bayesian inference for gene expression and proteomics
KA Do, P Müller, M Vannucci
Cambridge University Press, 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
Bayesian variable selection for the analysis of microarray data with censored outcomes
N Sha, MG Tadesse, M Vannucci
Bioinformatics 22 (18), 2262-2268, 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
Wavelet change-point prediction of transmembrane proteins
P Lio, M Vannucci
Bioinformatics 16 (4), 376-382, 2000
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
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
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