[BioC] about microarray batch effect and treatment effect
aedin culhane
aedin at jimmy.harvard.edu
Wed Dec 19 19:57:23 CET 2007
Dear Sean
I have used combat (available as an R script) from Evan Johnson and
Cheng li with good success for removing batch effects. I can send you
the script. I have edited it so that it work a little better with BioC.
Aedin
On Dec 8, 2007 10:59 AM, James Anderson <janderson_net at yahoo.com> wrote:
Dear List,
I am now analyzing some Affy data with obvious batch effect with
different dose level, one conceptual question regarding batch effect and
treatment effect is that does the batch effect affect control or treated
samples differently?
You could fit a linear model that includes treatment effect, batch
effect, and an interaction effect.
Sean
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