Zhang H - Search Results

1

Sampling-based estimation for massive survival data with additive hazards model.

Zuo L, Zhang H, Wang H, Liu L. Zuo L, et al. Among authors: zhang h. Stat Med. 2021 Jan 30;40(2):441-450. doi: 10.1002/sim.8783. Epub 2020 Nov 3. Stat Med. 2021. PMID: 33145780 Free PMC article.

2

Estimating and testing high-dimensional mediation effects in epigenetic studies.

Zhang H, Zheng Y, Zhang Z, Gao T, Joyce B, Yoon G, Zhang W, Schwartz J, Just A, Colicino E, Vokonas P, Zhao L, Lv J, Baccarelli A, Hou L, Liu L. Zhang H, et al. Among authors: zhang w, zhang z. Bioinformatics. 2016 Oct 15;32(20):3150-3154. doi: 10.1093/bioinformatics/btw351. Epub 2016 Jun 29. Bioinformatics. 2016. PMID: 27357171 Free PMC article.

3

Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome.

Yoon G, Zheng Y, Zhang Z, Zhang H, Gao T, Joyce B, Zhang W, Guan W, Baccarelli AA, Jiang W, Schwartz J, Vokonas PS, Hou L, Liu L. Yoon G, et al. Among authors: zhang w, zhang z, zhang h. BMC Bioinformatics. 2017 Mar 7;18(1):156. doi: 10.1186/s12859-017-1568-1. BMC Bioinformatics. 2017. PMID: 28264653 Free PMC article.

4

Mediation effect selection in high-dimensional and compositional microbiome data.

Zhang H, Chen J, Feng Y, Wang C, Li H, Liu L. Zhang H, et al. Stat Med. 2021 Feb 20;40(4):885-896. doi: 10.1002/sim.8808. Epub 2020 Nov 17. Stat Med. 2021. PMID: 33205470 Free PMC article.

5

Testing for mediation effect with application to human microbiome data.

Zhang H, Chen J, Li Z, Liu L. Zhang H, et al. Stat Biosci. 2021 Jul;13(2):313-328. doi: 10.1007/s12561-019-09253-3. Epub 2019 Jul 27. Stat Biosci. 2021. PMID: 34093887 Free PMC article.

6

Mediation analysis for survival data with high-dimensional mediators.

Zhang H, Zheng Y, Hou L, Zheng C, Liu L. Zhang H, et al. Bioinformatics. 2021 Nov 5;37(21):3815-3821. doi: 10.1093/bioinformatics/btab564. Bioinformatics. 2021. PMID: 34343267 Free PMC article.

7

A Review of High-Dimensional Mediation Analyses in DNA Methylation Studies.

Zhang H, Hou L, Liu L. Zhang H, et al. Methods Mol Biol. 2022;2432:123-135. doi: 10.1007/978-1-0716-1994-0_10. Methods Mol Biol. 2022. PMID: 35505212 Free PMC article. Review.

8

Association of Cardiovascular Health Through Young Adulthood With Genome-Wide DNA Methylation Patterns in Midlife: The CARDIA Study.

Zheng Y, Joyce BT, Hwang SJ, Ma J, Liu L, Allen NB, Krefman AE, Wang J, Gao T, Nannini DR, Zhang H, Jacobs DR Jr, Gross MD, Fornage M, Lewis CE, Schreiner PJ, Sidney S, Chen D, Greenland P, Levy D, Hou L, Lloyd-Jones DM. Zheng Y, et al. Among authors: zhang h. Circulation. 2022 Jul 12;146(2):94-109. doi: 10.1161/CIRCULATIONAHA.121.055484. Epub 2022 Jun 2. Circulation. 2022. PMID: 35652342 Free PMC article.

9

HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data.

Perera C, Zhang H, Zheng Y, Hou L, Qu A, Zheng C, Xie K, Liu L. Perera C, et al. Among authors: zhang h. BMC Bioinformatics. 2022 Jul 25;23(1):296. doi: 10.1186/s12859-022-04748-1. BMC Bioinformatics. 2022. PMID: 35879655 Free PMC article.

10

A flexible quasi-likelihood model for microbiome abundance count data.

Shi Y, Li H, Wang C, Chen J, Jiang H, Shih YT, Zhang H, Song Y, Feng Y, Liu L. Shi Y, et al. Among authors: zhang h. Stat Med. 2023 Nov 10;42(25):4632-4643. doi: 10.1002/sim.9880. Epub 2023 Aug 22. Stat Med. 2023. PMID: 37607718

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