question about model.matrix and makeContrasts for limma
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Ou, Jianhong ★ 1.3k
@ou-jianhong-4539
Last seen 7 days ago
United States
Hi All, I have samples like this: Targets.txt>> Filename group replicates V1 vec rep1 V2 vec rep2 V3 vec rep3 A1 aec rep1 A2 aec rep2 A2 aec rep2 C1 cec rep1 C2 cec rep2 C3 cec rep3 D1 dec rep1 D2 dec rep2 D3 dec rep3 E1 eec rep1 E2 eec rep2 E3 eec rep3 If I want to compare group vec to all the others, is this correct I create model matrix and make contrasts like this, design <- model.matrix(~-1+group) colnames(design) <- gsub("^group","",colnames(design)) contrast.matrix <- makeContrasts(contrasts="vec-(aec+cec+dec+eec)/4", levels=design) Or should I do it like, block <- factor(c(rep("b1", 3), rep("b2",12))) design <- model.matrix(~-1+block+block:group) colnames(design) <- gsub("^block","",colnames(design)) contrast.matrix <- makeContrasts(contrasts="b1-b2", levels=design) Thanks in advance for you help. Yours sincerely, Jianhong Ou LRB 710 Program in Gene Function and Expression 364 Plantation Street Worcester, MA 01605 [[alternative HTML version deleted]]
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@james-w-macdonald-5106
Last seen 16 hours ago
United States
Hi Jainhong Ou, On 4/10/2013 9:24 AM, Ou, Jianhong wrote: > Hi All, > > I have samples like this: > Targets.txt>> > Filename group replicates > V1 vec rep1 > V2 vec rep2 > V3 vec rep3 > A1 aec rep1 > A2 aec rep2 > A2 aec rep2 > C1 cec rep1 > C2 cec rep2 > C3 cec rep3 > D1 dec rep1 > D2 dec rep2 > D3 dec rep3 > E1 eec rep1 > E2 eec rep2 > E3 eec rep3 > > If I want to compare group vec to all the others, is this correct I create model matrix and make contrasts like this, > design<- model.matrix(~-1+group) > colnames(design)<- gsub("^group","",colnames(design)) > contrast.matrix<- makeContrasts(contrasts="vec-(aec+cec+dec+eec)/4", levels=design) That would be the conventional way of doing it. > > Or should I do it like, > block<- factor(c(rep("b1", 3), rep("b2",12))) > design<- model.matrix(~-1+block+block:group) > colnames(design)<- gsub("^block","",colnames(design)) > contrast.matrix<- makeContrasts(contrasts="b1-b2", levels=design) That would not be a way to do it. Did you look at the design matrix you created? If so did you notice that you have four columns that contain only zeros? What did you hope to accomplish with the block:group specification? You can always check for problems with the nonEstimable() function in limma: > nonEstimable(model.matrix(~0+block+block:group)) [1] "block1:group2" "block1:group3" "block1:group4" "block1:group5" [5] "block2:group5" Best, Jim > > Thanks in advance for you help. > > Yours sincerely, > > Jianhong Ou > > LRB 710 > Program in Gene Function and Expression > 364 Plantation Street Worcester, > MA 01605 > > [[alternative HTML version deleted]] > > _______________________________________________ > Bioconductor mailing list > Bioconductor at r-project.org > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor -- James W. MacDonald, M.S. Biostatistician University of Washington Environmental and Occupational Health Sciences 4225 Roosevelt Way NE, # 100 Seattle WA 98105-6099
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Hi James, Thanks a lot. I got it. Yours sincerely, Jianhong Ou LRB 710 Program in Gene Function and Expression 364 Plantation Street Worcester, MA 01605 On 4/10/13 9:47 AM, "James W. MacDonald" <jmacdon at="" uw.edu=""> wrote: >Hi Jainhong Ou, > >On 4/10/2013 9:24 AM, Ou, Jianhong wrote: >> Hi All, >> >> I have samples like this: >> Targets.txt>> >> Filename group replicates >> V1 vec rep1 >> V2 vec rep2 >> V3 vec rep3 >> A1 aec rep1 >> A2 aec rep2 >> A2 aec rep2 >> C1 cec rep1 >> C2 cec rep2 >> C3 cec rep3 >> D1 dec rep1 >> D2 dec rep2 >> D3 dec rep3 >> E1 eec rep1 >> E2 eec rep2 >> E3 eec rep3 >> >> If I want to compare group vec to all the others, is this correct I >>create model matrix and make contrasts like this, >> design<- model.matrix(~-1+group) >> colnames(design)<- gsub("^group","",colnames(design)) >> contrast.matrix<- makeContrasts(contrasts="vec-(aec+cec+dec+eec)/4", >>levels=design) > >That would be the conventional way of doing it. > >> >> Or should I do it like, >> block<- factor(c(rep("b1", 3), rep("b2",12))) >> design<- model.matrix(~-1+block+block:group) >> colnames(design)<- gsub("^block","",colnames(design)) >> contrast.matrix<- makeContrasts(contrasts="b1-b2", levels=design) > >That would not be a way to do it. Did you look at the design matrix you >created? If so did you notice that you have four columns that contain >only zeros? What did you hope to accomplish with the block:group >specification? > >You can always check for problems with the nonEstimable() function in >limma: > > > nonEstimable(model.matrix(~0+block+block:group)) >[1] "block1:group2" "block1:group3" "block1:group4" "block1:group5" >[5] "block2:group5" > >Best, > >Jim > > >> >> Thanks in advance for you help. >> >> Yours sincerely, >> >> Jianhong Ou >> >> LRB 710 >> Program in Gene Function and Expression >> 364 Plantation Street Worcester, >> MA 01605 >> >> [[alternative HTML version deleted]] >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at r-project.org >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: >>http://news.gmane.org/gmane.science.biology.informatics.conductor > >-- >James W. MacDonald, M.S. >Biostatistician >University of Washington >Environmental and Occupational Health Sciences >4225 Roosevelt Way NE, # 100 >Seattle WA 98105-6099 >
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