Mallick BK - Search Results

1

BAYESIAN SPARSE GRAPHICAL MODELS FOR CLASSIFICATION WITH APPLICATION TO PROTEIN EXPRESSION DATA.

Baladandayuthapani V, Talluri R, Ji Y, Coombes KR, Lu Y, Hennessy BT, Davies MA, Mallick BK. Baladandayuthapani V, et al. Among authors: mallick bk. Ann Appl Stat. 2014;8(3):1443-1468. doi: 10.1214/14-AOAS722. Ann Appl Stat. 2014. PMID: 26246866 Free PMC article.

2

Enrichment analysis in high-throughput genomics - accounting for dependency in the NULL.

Gold DL, Coombes KR, Wang J, Mallick B. Gold DL, et al. Brief Bioinform. 2007 Mar;8(2):71-7. doi: 10.1093/bib/bbl019. Epub 2006 Oct 31. Brief Bioinform. 2007. PMID: 17077137

3

Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis.

Baladandayuthapani V, Mallick BK, Young Hong M, Lupton JR, Turner ND, Carroll RJ. Baladandayuthapani V, et al. Among authors: mallick bk. Biometrics. 2008 Mar;64(1):64-73. doi: 10.1111/j.1541-0420.2007.00846.x. Epub 2007 Jun 30. Biometrics. 2008. PMID: 17608780 Free PMC article.

4

Real-time gene expression: statistical challenges in design and inference.

Gold D, Mallick B, Coombes K. Gold D, et al. J Comput Biol. 2008 Jul-Aug;15(6):611-23. doi: 10.1089/cmb.2007.0220. J Comput Biol. 2008. PMID: 18631024

5

Bayesian sparse graphical models and their mixtures.

Talluri R, Baladandayuthapani V, Mallick BK. Talluri R, et al. Among authors: mallick bk. Stat. 2014 Jan 1;3(1):109-125. doi: 10.1002/sta4.49. Stat. 2014. PMID: 24948842 Free PMC article.

6

Bayesian hierarchical structured variable selection methods with application to MIP studies in breast cancer.

Zhang L, Baladandayuthapani V, Mallick BK, Manyam GC, Thompson PA, Bondy ML, Do KA. Zhang L, et al. Among authors: mallick bk. J R Stat Soc Ser C Appl Stat. 2014 Aug;63(4):595-620. doi: 10.1111/rssc.12053. J R Stat Soc Ser C Appl Stat. 2014. PMID: 25705056 Free PMC article.

7

Bayesian variable selection with graphical structure learning: Applications in integrative genomics.

Kundu S, Cheng Y, Shin M, Manyam G, Mallick BK, Baladandayuthapani V. Kundu S, et al. Among authors: mallick bk. PLoS One. 2018 Jul 30;13(7):e0195070. doi: 10.1371/journal.pone.0195070. eCollection 2018. PLoS One. 2018. PMID: 30059495 Free PMC article.

8

Bayesian data integration and variable selection for pan-cancer survival prediction using protein expression data.

Maity AK, Bhattacharya A, Mallick BK, Baladandayuthapani V. Maity AK, et al. Among authors: mallick bk. Biometrics. 2020 Mar;76(1):316-325. doi: 10.1111/biom.13132. Epub 2019 Oct 3. Biometrics. 2020. PMID: 31393003 Free PMC article.

9

Efficient Bayesian Regularization for Graphical Model Selection.

Kundu S, Mallick BK, Baladandayuthapan V. Kundu S, et al. Among authors: mallick bk. Bayesian Anal. 2019 Jun;14(2):449-476. doi: 10.1214/17-ba1086. Epub 2018 Jul 11. Bayesian Anal. 2019. PMID: 33123305 Free PMC article.

10

Inferring gene networks from discrete expression data.

Zhang L, Mallick BK. Zhang L, et al. Among authors: mallick bk. Biostatistics. 2013 Sep;14(4):708-22. doi: 10.1093/biostatistics/kxt021. Epub 2013 Jul 18. Biostatistics. 2013. PMID: 23873894

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