\name{QuantileNorm} \alias{QuantileNorm} \title{ Quantile Normalization } \description{ The Quantile normalization } \usage{ QuantileNorm(Data, Quantile) } \arguments{ \item{Data}{ The data matrix with transcripts in rows and lanes in columns. } \item{Quantile}{ The quantile the user wishs to use. Should be a number between 0 and 1. } } \details{ %% ~~ If necessary, more details than the description above ~~ Use a quantile point to normalize the data. } \value{ The function will return a vector contains the normalization factor for each lane. % ... } \references{} \author{ Ning Leng } \note{ %% ~~further notes~~ } %% ~Make other sections like Warning with \section{Warning }{....} ~ \seealso{ %% ~~objects to See Also as \code{\link{help}}, ~~~ } \examples{ GeneGenerate=GeneSimu(DVDconstant=4, DVDqt1=NULL, DVDqt2=NULL, Conditions=rep(c(1,2),each=5), NumofSample=10, NumofGene=10000, DEGeneProp=.1, Phiconstant=NULL, Phi.qt1=.25, Phi.qt2=.75, Meanconstant=NULL, OnlyData="Y") GeneData=GeneGenerate$data Sizes=QuantileNorm(GeneData) # Run EBSeq EBres=EBTest(Data=GeneData, NgVector=rep(1,10^4), Vect5End=rep(1,10^4), Vect3End=rep(1,10^4), Conditions=as.factor(rep(c(1,2),each=5)), sizeFactors=Sizes,maxround=5) } % Add one or more standard keywords, see file 'KEYWORDS' in the % R documentation directory. \keyword{ ~kwd1 } \keyword{ ~kwd2 }% __ONLY ONE__ keyword per line