[R] FW: FDR analyses: minimum number of features
william.dupont at Vanderbilt.Edu
Thu Sep 22 15:01:01 CEST 2005
Dear Dr. Graves
Many thanks for your response. FDRs and their associated q values do
differ from Type I error rates and P values (See Storey and Tibshirani
PNAS 2003;100:9440-5). It is an approach that is rapidly gaining
popularity in the analysis of genomic data where we have massive numbers
of covariates measured on a comparatively modest number of subjects. To
my mind it is a real advance in dealing with the extreme multiple
comparisons problems that afflict such data. Unfortunately, it is still
a relatively new technique and I do not believe that a consensus as to
the number of needed response features has been reached.
Submitting my question to the R-help list was a long shot, although
Storey's software for this methodology is written in R.
With best wishes,
From: Spencer Graves [mailto:spencer.graves at pdf.com]
Sent: Wednesday, September 21, 2005 9:27 AM
To: Dupont, William
Cc: r-help at stat.math.ethz.ch
Subject: Re: [R] FDR analyses: minimum number of features
Two thoughts on this:
1. Your FDR (Not Franklin Delano Roosevelt) sounds like
another name for Type I error rate. The definition of "reasonably
would seem to relate to the status of the literature on this issue among
researchers in genotyping. As more reports of FRDs in genotyping are
published, I would expect that methodology for estimation and the
standard for accuracy would similarly evolve.
2. Have you tried the Bioconductor (www.bioconductor.org/)
listserve? They might be able to say something more useful than a
general list like this.
Dupont, William wrote:
> Dear List,
> We are planning a genotyping study to be analyzed using false
> discovery rates (FDRs) (See Storey and Tibshirani PNAS 2003;
> 100:9440-5). I am interested in learning if there is any consensus as
> to how many features (ie. how many P values) need to be studied before
> reasonably reliable FDRs can be derived. Does anyone know of a
> citation where this is discussed?
> Bill Dupont
> William D. Dupont phone: 615-343-4100 URL
> R-help at stat.math.ethz.ch mailing list
> PLEASE do read the posting guide!
Spencer Graves, PhD
Senior Development Engineer
PDF Solutions, Inc.
333 West San Carlos Street Suite 700
San Jose, CA 95110, USA
spencer.graves at pdf.com
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