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Dependency This post demonstrate the following:
Quantile Normalization implemented in R package preprocessCore. Inverse-Normal-Transform implemented in RNOmni source("http://www.bioconductor.org/biocLite.R") biocLite("preprocessCore") install.packages("RNOmni") library(preprocessCore) library(RNOmni) General Princinples Quantile Normalization Simplest way to put it: Quantile normalization is a technique for making different distributions have the same statistical property by “aligning”" their quantiles.