perishky / ewaff

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ewaff

Efficient and flexible algorithms for EWAS

Installation

library(remotes)
install_github("perishky/ewaff")

Example analysis

tutorial.

Features to add

  • multi-core optional for windows or other debilitated users
  • use tableone for output (per model) in EWAS object and report
  • EWAS comparison function
  • expand EWAS report for multi-variable ewas
  • support adjustment for case-control
  • flexible batch control
  • correlation threshold for association between variable of interest and SVAs
  • a function called ewaff.pace() that runs the PACE workflow
  • Another way to potentially speed up SVA: https://cran.r-project.org/package=irlba

About

License:Artistic License 2.0


Languages

Language:R 100.0%