groupwalk

The groupwalk package contains the group-walk algorithm. Group-walk is a procedure that uses a target-decoy competition framework for rejecting multiple hypotheses when there is a presence of group structure. Group-walk controls the false discovery rate (FDR) at a user-specified threshold. Details regarding group-walk and its applications can be found here: https://www.biorxiv.org/content/10.1101/2022.01.30.478144v1

Installation

You can install the development version of groupwalk from GitHub with:

# install.packages("devtools")
# devtools::install_github("freejstone/groupwalk")
install.packages("groupwalk", repos = c('https://freejstone.r-universe.dev', 'https://cloud.r-project.org'))