if (require(affydata)) {
data(Dilution)
p <- probeset(Dilution, "1001_at")[[1]]
par(mfcol=c(5,2))
mymethods <- express.summary.stat.methods()
nmet <- length(mymethods)
nc <- ncol(pm(p))
layout(matrix(c(1:nc, rep(nc+1, nc)), nc, 2), width = c(1, 1))
barplot(p)
results <- matrix(0, nc, nmet)
rownames(results) <- paste("sample", 1:nc)
colnames(results) <- mymethods
for (i in 1:nmet) {
ev <- express.summary.stat(p, summary=mymethods[i], pmcorrect="pmonly")
if (mymethods[[i]] != "medianpolish")
results[, i] <- 2^(ev$exprs)
else
results[, i] <- ev$exprs
}
dotchart(results, labels=paste("sample", 1:nc))
}
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