CRAN/E | GEInfo

GEInfo

Gene-Environment Interaction Analysis Incorporating Prior Information

Installation

About

Realize three approaches for Gene-Environment interaction analysis. All of them adopt Sparse Group Minimax Concave Penalty to identify important G variables and G-E interactions, and simultaneously respect the hierarchy between main G and G-E interaction effects. All the three approaches are available for Linear, Logistic, and Poisson regression. Also realize to mine and construct prior information for G variables and G-E interactions.

Key Metrics

Version 1.0
Published 2022-01-10 840 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks GEInfo results

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Maintainer

Maintainer

Xiaoyan Wang

xywang@hnu.edu.cn

Authors

Xiaoyan Wang
Hongduo Liu
Shuangge Ma

Material

Reference manual
Package source

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

Imports

MASS
glmnet
stats
rvest
dplyr
pheatmap
grDevices
graphics