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2016 Apr 05
0
use one way ANOVA to select genes
...###### datafile <- read.csv("brcaResultsclust.csv",header = T,row.names = 1) datafile <- t(datafile) groups <- factor(rep(c("c1","c2","c3","c4","c5"),c(116,83,28,80,24))) # here one factor with 5 groups # define ANOVA function aoftest <- function(data ,pvalue=0.05) { m<-data.frame(groups, data); anova(aov(data ~ groups, m)) } anovaresultstest <- apply(datafile, 1, aoftest) ############################################################################################# is the design factor and the function for ANOVA...