limma Two-sample model
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leon ding ▴ 40
@leon-ding-347
Last seen 9.6 years ago
Hi, I tried to use limma two-sample experiment. I got error when doing lm.series. below is the scripts of what happened. Could somebody tell me what is going wrong? Leon > RG <- read.maimages(slides,source="genepix",wt.fun=wtflags(0.0)) Read s1.gpr Read s2.gpr Read s3.gpr Read c1.gpr Read c2.gpr Read c3.gpr > RG$R[1:4,] s1 s2 s3 c1 c2 c3 [1,] 640 1154 532 262 963 413 [2,] 760 1085 511 220 507 286 [3,] 2966 4866 1997 866 2186 978 [4,] 588 871 396 286 678 304 > MAraw <- MA.RG(RG) > MA <- normalizeWithinArrays(RG,layout) > design <- read.table("design.txt",header=TRUE,sep="\t",as.is=TRUE) > design ConRef SampCon s1 1 1 s2 1 1 s3 1 1 c1 1 0 c2 1 0 c3 1 0 > fit <- lm.series(MA$M,design) Error in as.double.default(structure(list(ConRef = c(1, 1, 1, 1, 1, 1), : (list) object cannot be coerced to vector type 14 [[alternative HTML version deleted]]
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@gordon-smyth
Last seen 12 minutes ago
WEHI, Melbourne, Australia
At 06:18 AM 25/06/2003, leon ding wrote: >Hi, > >I tried to use limma two-sample experiment. I got error when doing lm.series. > >below is the scripts of what happened. Could somebody tell me what is >going wrong? > >Leon > > > RG <- read.maimages(slides,source="genepix",wt.fun=wtflags(0.0)) >Read s1.gpr >Read s2.gpr >Read s3.gpr >Read c1.gpr >Read c2.gpr >Read c3.gpr > > RG$R[1:4,] > s1 s2 s3 c1 c2 c3 >[1,] 640 1154 532 262 963 413 >[2,] 760 1085 511 220 507 286 >[3,] 2966 4866 1997 866 2186 978 >[4,] 588 871 396 286 678 304 > > MAraw <- MA.RG(RG) > > MA <- normalizeWithinArrays(RG,layout) > > design <- read.table("design.txt",header=TRUE,sep="\t",as.is=TRUE) > > design > ConRef SampCon >s1 1 1 >s2 1 1 >s3 1 1 >c1 1 0 >c2 1 0 >c3 1 0 > > fit <- lm.series(MA$M,design) >Error in as.double.default(structure(list(ConRef = c(1, 1, 1, 1, 1, 1), : > (list) object cannot be coerced to vector type 14 Well, this is one of those somewhat subtle things in R which LIMMA is not yet developed enough to protect you from. The function 'read.table' creates a 'data.frame', which is like a spreadsheet in excel. A 'data.frame' can sometimes be treated as a 'matrix', but it is not a matrix. On the other hand, 'lm.series' expects to get a matrix for the design matrix. So you need design <- as.matrix(design) fit <- lm.series(MA$M, design) Gordon
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