DESCRIPTION

Package: HIMA
Type: Package
Title: High-Dimensional Mediation Analysis
Version: 2.3.1
Date: 2025-01-27
Authors@R: c(person("Yinan","Zheng", role = c("aut","cre"), email = "y-zheng@northwestern.edu", comment=c(ORCID="0000-0002-2006-7320")), person("Haixiang","Zhang", role = c("aut"), email = "haixiang.zhang@tju.edu.cn"), person("Lifang","Hou", role = c("aut"), email = "l-hou@northwestern.edu"), person("Lei","Liu", role = c("aut","cph"), email = "lei.liu@wustl.edu"))
Description: 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.
License: GPL-3
Depends:
    R (>= 3.4.0),
    ncvreg,
    glmnet
Imports:
    utils,
    stats,
    MASS,
    survival,
    HDMT,
    hdi,
    conquer,
    quantreg,
    hommel,
    iterators,
    parallel,
    foreach,
    doParallel
Collate:
    utils.R
    hima_classic.R
    hima_dblasso.R
    hima_survival.R
    hima_microbiome.R
    hima_quantile.R
    hima_efficient.R
    hima.R
    hima_data.R
    onAttach.R
    HIMA-package.R
VignetteBuilder: knitr
Suggests: knitr, rmarkdown
Encoding: UTF-8
LazyData: true
URL: https://github.com/YinanZheng/HIMA/
BugReports: https://github.com/YinanZheng/HIMA/issues/
RoxygenNote: 7.3.2