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Perhaps PCA loadings offer a more comprehensive perspective. Now, thinking back, I recall struggling with a similar data reduction dilemma …
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What you describe sounds a good approach to me.
I would also use sample weights (`sample.weights=TRUE` when running `voomLmFit`) and robust…
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