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COVARIANCE ASSISTED SCREENING AND ESTIMATION.
Ke BT, Jin J, Fan J. Ke BT, et al. Among authors: jin j. Ann Stat. 2014 Nov 1;42(6):2202-2242. doi: 10.1214/14-AOS1243. Ann Stat. 2014. PMID: 25541567 Free PMC article.
Subject clustering by IF-PCA and several recent methods.
Chen D, Jin J, Ke ZT. Chen D, et al. Among authors: jin j. Front Genet. 2023 May 23;14:1166404. doi: 10.3389/fgene.2023.1166404. eCollection 2023. Front Genet. 2023. PMID: 37287536 Free PMC article.
Feature selection by higher criticism thresholding achieves the optimal phase diagram.
Donoho D, Jin J. Donoho D, et al. Among authors: jin j. Philos Trans A Math Phys Eng Sci. 2009 Nov 13;367(1906):4449-70. doi: 10.1098/rsta.2009.0129. Philos Trans A Math Phys Eng Sci. 2009. PMID: 19805453
This was called the rare/weak (RW) model in our previous study (Donoho, D. & Jin, J. 2008 Proc. Natl Acad. Sci. USA 105, 14 790-14 795). We select features by thresholding feature Z-scores. ...Results showing the asymptotic equivalence of HCT with ideal HCT can …
This was called the rare/weak (RW) model in our previous study (Donoho, D. & Jin, J. 2008 Proc. Natl Acad. Sci. USA 105, 1 …
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