Hello all,
I was trying to make a volcano plot with some real data, using log2(ratio)
vs. Z-value significance.
However the scatter of the points is too less contrary to 'normal'
volcano
plots and I'm getting a sharp 'V' shaped plot.
*Am I doing something wrong here?*
The data(ratio) is available from pastebin:
http://pastebin.com/m2Jss3qF
data <- read.table("data.txt",header=FALSE)
ratio <- data$V1
ratio.mean <- mean(ratio)
ratio.sd <- sd(ratio)
ratio.log <- log2(ratio)
z <- (ratio-ratio.mean)/(ratio.sd)
z.sig <- 2*pnorm(-abs(z))
z.tsig <- 2*pt(-abs(z),df=length(ratio)-1)#sig from t-dist
par(mfrow=c(1,4))
plot(ratio.log,-log10(z.sig))
plot(ratio.log, -log10(z.tsig))
plot(ratio.log,z.sig)
plot(ratio,z)
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