Hi fellow DESeq'ers!
I am trying to figure out how to model a DEA with n paired samples (so n conditions + n controls, where the two sample sets come from the same individuals) plus two unrelated controls. So overall I am dealing with n condition + n+2 controls.
From the DESeq2 Vignette I could read that a paired experiment should be modeled as ~subject+condition, but I am wondering if this could work in my case as well.
Many many thanks in advance!
Wow, that was quick (thanks a lot for that).
I am only unsure about the meaning of "fixed effects", could you briefly elaborate on that?
Maybe that's not very useful for me to have added, but I mean it to contrast against random or mixed effects modeling which can be more flexible for dealing with correlations among units.
https://en.wikipedia.org/wiki/Mixed_model
Perfect, I think I got my head around this concept a bit more.
My final doubt then is whether adding those two external controls would somehow mislead the analysis or would it just add no information.
In this design it just adds no information. I don’t think it produces any problem for the inference. I know this is the case for linear modeling at least.
Alright, thanks a lot for you help!