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Page 1
Latent Model-Based Clustering for Biological Discovery.
iScience. 2019 Apr 26;14:125-135. doi: 10.1016/j.isci.2019.03.018. Epub 2019 Mar 21.
iScience. 2019.
PMID: 30954780
Free PMC article.
Penalized least squares regression methods and applications to neuroimaging.
Bunea F, She Y, Ombao H, Gongvatana A, Devlin K, Cohen R.
Bunea F, et al.
Neuroimage. 2011 Apr 15;55(4):1519-27. doi: 10.1016/j.neuroimage.2010.12.028. Epub 2010 Dec 15.
Neuroimage. 2011.
PMID: 21167288
Free PMC article.
Review.
Item in Clipboard
Essential Regression: A generalizable framework for inferring causal latent factors from multi-omic datasets.
Bing X, Lovelace T, Bunea F, Wegkamp M, Kasturi SP, Singh H, Benos PV, Das J.
Bing X, et al. Among authors: bunea f.
Patterns (N Y). 2022 Mar 24;3(5):100473. doi: 10.1016/j.patter.2022.100473. eCollection 2022 May 13.
Patterns (N Y). 2022.
PMID: 35607614
Free PMC article.
Item in Clipboard
SLIDE: Significant Latent Factor Interaction Discovery and Exploration across biological domains.
Rahimikollu J, Xiao H, Rosengart A, Rosen ABI, Tabib T, Zdinak PM, He K, Bing X, Bunea F, Wegkamp M, Poholek AC, Joglekar AV, Lafyatis RA, Das J.
Rahimikollu J, et al. Among authors: bunea f.
Nat Methods. 2024 Feb 19. doi: 10.1038/s41592-024-02175-z. Online ahead of print.
Nat Methods. 2024.
PMID: 38374265
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Convex Banding of the Covariance Matrix.
Bien J, Bunea F, Xiao L.
Bien J, et al. Among authors: bunea f.
J Am Stat Assoc. 2016;111(514):834-845. doi: 10.1080/01621459.2015.1058265. Epub 2016 Aug 18.
J Am Stat Assoc. 2016.
PMID: 28042189
Free PMC article.
Item in Clipboard
MODEL ASSISTED VARIABLE CLUSTERING: MINIMAX-OPTIMAL RECOVERY AND ALGORITHMS.
Bunea F, Giraud C, Luo X, Royer M, Verzelen N.
Bunea F, et al.
Ann Stat. 2020 Feb;48(1):111-137. doi: 10.1214/18-aos1794. Epub 2020 Feb 17.
Ann Stat. 2020.
PMID: 35847529
Free PMC article.
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ENCAPP: elastic-net-based prognosis prediction and biomarker discovery for human cancers.
Das J, Gayvert KM, Bunea F, Wegkamp MH, Yu H.
Das J, et al. Among authors: bunea f.
BMC Genomics. 2015 Apr 3;16(1):263. doi: 10.1186/s12864-015-1465-9.
BMC Genomics. 2015.
PMID: 25887568
Free PMC article.
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