CRAN/E | HIMA

HIMA

High-Dimensional Mediation Analysis

Installation

About

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.

Citation HIMA citation info
github.com/YinanZheng/HIMA/
Bug report File report

Key Metrics

Version 2.2.1
R ≥ 3.4.0
Published 2023-09-10 229 days ago
Needs compilation? no
License GPL-3
CRAN checks HIMA results

Downloads

Yesterday 17 +6%
Last 7 days 74 +1%
Last 30 days 276 -13%
Last 90 days 873 -21%
Last 365 days 3.981 -13%

Maintainer

Maintainer

Yinan Zheng

y-zheng@northwestern.edu

Authors

Yinan Zheng

aut / cre

Haixiang Zhang

aut

Lifang Hou

aut

Lei Liu

aut / cph

Material

README
NEWS
Reference manual
Package source

In Views

Epidemiology

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

HIMA archive

Depends

R ≥ 3.4.0
ncvreg
glmnet

Imports

utils
stats
MASS
survival
HDMT
hdi
conquer
quantreg
hommel
iterators
parallel
foreach
doParallel