## ----knitr, echo=FALSE, results="hide"----------------------------------- library("knitr") opts_chunk$set(tidy=FALSE,dev="png",fig.show="hide", fig.width=4,fig.height=4.5, message=FALSE) ## ----style, eval=TRUE, echo=FALSE, results="asis"------------------------ BiocStyle::latex() ## ----package-load,message=FALSE------------------------------------------ library(DEGreport) data(humanSexDEedgeR) library(edgeR) ## ----chunk-1------------------------------------------------------------- des<-humanSexDEedgeR$design fit <- glmFit(humanSexDEedgeR,des) lrt <- glmLRT(fit) tab<-cbind(lrt$table,p.adjust(lrt$table$PValue,method="BH")) detags <- rownames(tab[tab[,5]<=0.1,]) plotSmear(humanSexDEedgeR, de.tags=detags) ## ----chunk-2------------------------------------------------------------- counts<-cpm(humanSexDEedgeR,log=FALSE) g1<-colnames(counts)[1:41] g2<-colnames(counts)[42:85] design<-data.frame(condition=sub("1","Male",sub("0","Female",des[,2]))) ## ----chunk-3------------------------------------------------------------- data(geneInfo) ## ----chunk-4------------------------------------------------------------- detag10<-detags[1:10] pval<-tab[,4] fc<-tab[detag10,1] ## ----chunk-5, eval=FALSE------------------------------------------------- ## pathreport<-"~/report" #change this to a proper path ## createReport(g1,g2,counts,detag10,pval,fc,pathreport,colors,pop=400) ## ----chunk-6, eval=FALSE------------------------------------------------- ## degObj(counts,design,"/tmp/degObj.rda") ## library(shiny) ## runGist(9930881) ## ----chunk-7------------------------------------------------------------- degMean(pval,counts) degVar(pval,counts) degMV(g1,g2,pval,counts) degMB(detags,g1,g2,counts) degVB(detags,g1,g2,counts) ## ----chunk-8, eval=FALSE------------------------------------------------- ## library(coda) ## library(rjags) ## rank<-degRank(g1,g2,counts[detag10,],fc,400,500) ## degPR(rank)