Keyeoh / svconfound

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

svconfound

A simple SVD/SVA confounding analysis framework

Build Status codecov

This package implements a simple strategy for analyzing confounding variation on datasets. The strategy is mostly based on Andrew Teschendorff's book chapter 3 in "Computational and Statistical Epigenomics". It provides two functions for SVD and SVA analysis of the possible confounding variables among the phenotype data and control variables, and implementations of the screeplot and plot methods for them.

About

License:MIT License


Languages

Language:R 100.0%