mxxptian/GraceAKO: Grace-AKO: A Novel and Stable Knockoff Filter for Variable Selection Incorporating Gene Network Structures

Conduct variable selection based on a linear model by incorporating the netwrok-constrained penalty and aggregation of multiple knockoffs with a guarantee of finite-sample false discovery rate control.

Getting started

Package details

AuthorPeixin Tian
MaintainerPeixin Tian <pxtian@connect.hku.hk>
LicenseGPL
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mxxptian/GraceAKO")
mxxptian/GraceAKO documentation built on Oct. 5, 2022, 11:17 p.m.