## ----style, eval=TRUE, echo=FALSE, results='asis'------------------------ BiocStyle::latex(use.unsrturl=FALSE) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## library(PROPER) ## sim.opts.Cheung = RNAseq.SimOptions.2grp(ngenes = 20000, p.DE=0.05, ## lOD="cheung", lBaselineExpr="cheung") ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## sim.opts.Bottomly = RNAseq.SimOptions.2grp(ngenes = 20000, p.DE=0.05, ## lOD="bottomly", lBaselineExpr="bottomly") ## ----echo=TRUE,eval=FALSE,result=FALSE----------------------------------- ## simres = runSims(Nreps = c(3, 5, 7, 10), sim.opts=sim.opts.Cheung, ## DEmethod="edgeR", nsims=20) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## powers = comparePower(simres, alpha.type="fdr", alpha.nominal=0.1, ## stratify.by="expr", delta=0.5) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## summaryPower(powers) ## ----eval=FALSE,echo=TRUE------------------------------------------------ ## plotPower(powers) ## ----eval=FALSE,echo=TRUE------------------------------------------------ ## plotPowerTD(powers) ## ----eval=FALSE,echo=TRUE------------------------------------------------ ## plotFDcost(powers) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## plotAll(powers) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## power.seqDepth(simres, powers) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## powers = comparePower(simres, alpha.type="fdr", alpha.nominal=0.1, ## strata = c(0, 10, 2^(1:7)*10, Inf), filter.by="expr", ## strata.filtered=1, stratify.by="expr", delta=0.5) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## powers = comparePower(simres, alpha.type="fdr", alpha.nominal=0.1, ## stratify.by="dispersion", target.by="effectsize", delta=1) ## ----echo=TRUE,eval=FALSE------------------------------------------------ ## powers = comparePower(simres, alpha.type="pval", alpha.nominal=0.001, ## stratify.by="dispersion", target.by="effectsize", delta=1) ## ----echo=TRUE, result=TRUE---------------------------------------------- sessionInfo()