HIMA: High-Dimensional Mediation Analysis

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

AuthorYinan Zheng [aut, cre] (<https://orcid.org/0000-0002-2006-7320>), Haixiang Zhang [aut], Lifang Hou [aut], Lei Liu [aut, cph]
MaintainerYinan Zheng <y-zheng@northwestern.edu>
LicenseGPL-3
Version2.2.2
URL https://github.com/YinanZheng/HIMA/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HIMA")

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HIMA documentation built on Sept. 12, 2024, 7:32 a.m.