[BioC] RMA and quantile normalisation
Johannes Freudenberg
mai98ftu at studserv.uni-leipzig.de
Wed Mar 3 14:59:39 MET 2004
Arne,
I'd be very surprised if you'd observe a normal distribution. You should not
rely on this assumption! I haven't seen any data yet that looked like normal
after RMA. However, I'm not quite sure what a more appropriate distribution
would be.
Johannes
Quoting Arne.Muller at aventis.com:
> Sorry, my last posting was incomplete (slipped over the keyboard ...).
>
> I meant that I haven't explored other methods yet, but since the RMA
> values
> are log2, I thought that I'd get something close to a normal
> distribution.
> Comapred to a normal distribution I get many low intensity probe sets.
>
> The values are generated like this:
>
> eset.rma <- expresso(cel, bgcorrect.method="rma",
> normalize.method="quantiles", pmcorrect.method="pmonly",
> summary.method="medianpolish")
>
> then:
> hist(exprs(eset.rma[,10]))
>
> kind regards,
>
> Arne
>
> --
> Arne Muller, Ph.D.
> Toxicogenomics, Aventis Pharma
> arne dot muller domain=aventis com
>
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