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Allows to estimate and test high-dimensional mediation effects based on advanced mediator screening and penalized regression techniques. Methods used in the package refer to 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. Estimating and Testing High-dimensional Mediation Effects in Epigenetic Studies. Bioinformatics. (2016) <doi:10.1093/bioinformatics/btw351>. PMID: 27357171.
Package details |
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Author | Yinan Zheng [aut, cre] (<https://orcid.org/0000-0002-2006-7320>), Haixiang Zhang [aut], Lifang Hou [aut], Lei Liu [aut, cph] |
Maintainer | Yinan Zheng <y-zheng@northwestern.edu> |
License | GPL-3 |
Version | 2.2.2 |
URL | https://github.com/YinanZheng/HIMA/ |
Package repository | View on CRAN |
Installation |
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