Filter before? Filter after? With maanova
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Loren Engrav ★ 1.0k
@loren-engrav-2040
Last seen 10.3 years ago
I have 10,000 probe sets that I am processing with mixed linear regression and the maanova package I can filter in various ways, ie does human expression match porcine expression?, and reduce the number of probe sets Is it more valid to filter before doing the regression, or after? Thank you -- Loren Engrav, MD Univ Washington Seattle [[alternative HTML version deleted]]
Regression probe maanova Regression probe maanova • 1.1k views
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rgentleman ★ 5.5k
@rgentleman-7725
Last seen 9.7 years ago
United States
Hi Loren, The only results that I am aware of suggest that using non-specific filtering (as described in the Case Studies book, and a hopefully soon to appear paper) is in general of benefit. Filtering after you fit a model is not appropriate - at that point you must rely on what ever form of p-value adjustment you prefer. best wishes Robert On Sat, Jul 4, 2009 at 5:07 PM, Loren Engrav<engrav at="" u.washington.edu=""> wrote: > I have 10,000 probe sets that I am processing with mixed linear regression > and the maanova package > I can filter in various ways, ie does human expression match porcine > expression?, and reduce the number of probe sets > Is it more valid to filter before doing the regression, or after? > Thank you > -- > Loren Engrav, MD > Univ Washington > Seattle > > > > ? ? ? ?[[alternative HTML version deleted]] > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor > > -- Robert Gentleman, PhD Program in Computational Biology Division of Public Health Sciences Fred Hutchinson Cancer Research Center 1100 Fairview Ave. N, M2-B876 PO Box 19024 Seattle, Washington 98109-1024 206-667-7700 rgentlem at fhcrc.org
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I was afraid you would say that, ie must filter before fitting I have been filtering on human expression "by hand" and more probe sets to examine is lots of work; so letting Fs cut first saves time; but if not appropriate then not appropriate So yesterday I set up a Filemaker script that passed testing and so hit the "do" button; is now 50% done after 1.5 hours but this will be better than the manual method So will filter before fitting Thank you > From: Robert Gentleman <rgentlem at="" fhcrc.org=""> > Date: Mon, 6 Jul 2009 09:43:32 -0700 > To: Loren Engrav <engrav at="" u.washington.edu=""> > Cc: "bioconductor at stat.math.ethz.ch" <bioconductor at="" stat.math.ethz.ch=""> > Subject: Re: [BioC] Filter before? Filter after? With maanova > > Hi Loren, > The only results that I am aware of suggest that using non- specific > filtering (as described in the Case Studies book, and a hopefully soon > to appear paper) is in general of benefit. > Filtering after you fit a model is not appropriate - at that point > you must rely on what ever form of p-value adjustment you prefer. > > best wishes > Robert > > > On Sat, Jul 4, 2009 at 5:07 PM, Loren Engrav<engrav at="" u.washington.edu=""> wrote: >> I have 10,000 probe sets that I am processing with mixed linear regression >> and the maanova package >> I can filter in various ways, ie does human expression match porcine >> expression?, and reduce the number of probe sets >> Is it more valid to filter before doing the regression, or after? >> Thank you >> -- >> Loren Engrav, MD >> Univ Washington >> Seattle >> >> >> >> ? ? ? ?[[alternative HTML version deleted]] >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at stat.math.ethz.ch >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: >> http://news.gmane.org/gmane.science.biology.informatics.conductor >> >> > > > > -- > Robert Gentleman, PhD > Program in Computational Biology > Division of Public Health Sciences > Fred Hutchinson Cancer Research Center > 1100 Fairview Ave. N, M2-B876 > PO Box 19024 > Seattle, Washington 98109-1024 > 206-667-7700 > rgentlem at fhcrc.org
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