Vannucci M - Search Results

1

Variable Selection for Nonparametric Gaussian Process Priors: Models and Computational Strategies.

Savitsky T, Vannucci M, Sha N. Savitsky T, et al. Among authors: vannucci m. Stat Sci. 2011 Feb 1;26(1):130-149. doi: 10.1214/11-STS354. Stat Sci. 2011. PMID: 24089585 Free PMC article.

2

Gene selection: a Bayesian variable selection approach.

Lee KE, Sha N, Dougherty ER, Vannucci M, Mallick BK. Lee KE, et al. Among authors: vannucci m. Bioinformatics. 2003 Jan;19(1):90-7. doi: 10.1093/bioinformatics/19.1.90. Bioinformatics. 2003. PMID: 12499298

3

Bayesian variable selection in multinomial probit models to identify molecular signatures of disease stage.

Sha N, Vannucci M, Tadesse MG, Brown PJ, Dragoni I, Davies N, Roberts TC, Contestabile A, Salmon M, Buckley C, Falciani F. Sha N, et al. Among authors: vannucci m. Biometrics. 2004 Sep;60(3):812-9. doi: 10.1111/j.0006-341X.2004.00233.x. Biometrics. 2004. PMID: 15339306

4

Bayesian variable selection for the analysis of microarray data with censored outcomes.

Sha N, Tadesse MG, Vannucci M. Sha N, et al. Among authors: vannucci m. Bioinformatics. 2006 Sep 15;22(18):2262-8. doi: 10.1093/bioinformatics/btl362. Epub 2006 Jul 15. Bioinformatics. 2006. PMID: 16845144

5

Gene selection in arthritis classification with large-scale microarray expression profiles.

Sha N, Vannucci M, Brown PJ, Trower MK, Amphlett G, Falciani F. Sha N, et al. Among authors: vannucci m. Comp Funct Genomics. 2003;4(2):171-81. doi: 10.1002/cfg.264. Comp Funct Genomics. 2003. PMID: 18629129 Free PMC article.

6

Identifying biomarkers from mass spectrometry data with ordinal outcome.

Kwon D, Tadesse MG, Sha N, Pfeiffer RM, Vannucci M. Kwon D, et al. Among authors: vannucci m. Cancer Inform. 2007 Feb 5;3:19-28. Cancer Inform. 2007. PMID: 19455232 Free PMC article.

7

Spiked Dirichlet Process Priors for Gaussian Process Models.

Savitsky T, Vannucci M. Savitsky T, et al. Among authors: vannucci m. J Probab Stat. 2010;2010:201489. doi: 10.1155/2010/201489. J Probab Stat. 2010. PMID: 23950763 Free PMC article.

8

Inferring metabolic networks using the Bayesian adaptive graphical lasso with informative priors.

Peterson C, Vannucci M, Karakas C, Choi W, Ma L, Maletić-Savatić M. Peterson C, et al. Among authors: vannucci m. Stat Interface. 2013 Oct 1;6(4):547-558. doi: 10.4310/SII.2013.v6.n4.a12. Stat Interface. 2013. PMID: 24533172 Free PMC article.

9

Joint Bayesian variable and graph selection for regression models with network-structured predictors.

Peterson CB, Stingo FC, Vannucci M. Peterson CB, et al. Among authors: vannucci m. Stat Med. 2016 Mar 30;35(7):1017-31. doi: 10.1002/sim.6792. Epub 2015 Oct 29. Stat Med. 2016. PMID: 26514925 Free PMC article.

10

Bayesian Inference of Multiple Gaussian Graphical Models.

Peterson CB, Stingo FC, Vannucci M. Peterson CB, et al. Among authors: vannucci m. J Am Stat Assoc. 2015 Mar 1;110(509):159-174. doi: 10.1080/01621459.2014.896806. J Am Stat Assoc. 2015. PMID: 26078481 Free PMC article.

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