[BioC] EdgeR Design matrix not of full rank. The following coefficients not estimable errorR
Eugene Bolotin
elbolotin at gmail.com
Sun Dec 22 06:30:33 CET 2013
Dear Gordon,
I apologize if I was a bit unclear, I actually simplified my problem a little
bit so it would fit into this bio-conductor post. I actually have 10+ samples
in batch 1157, but that batch does not contain any "tumor" samples. I have
additional similar batches some with tumor "some" without "tumor" samples. I
want to remove batch specific differences between all samples. edgeR however
gives me the same error, no matter how many samples I have in the batch, but
does not give me this error if I remove all batches which do not contain any
"tumor" samples. Can I just take residuals of logged count data after
performing the linear regression on the batch factor? Can I then then feed
the residuals into edgeR linear modeling? I want to compare how much each
sample/patient/vector differs from average "tumor" sample. The batches are
quite large with >10 samples each, and I have ~300 total samples.
Thanks a ton,
Eugene
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