Hello Siyuan,
Thank you very much for the help! I understand what you mean.
One more question is that, if we use KW test, and also perform LDA (with some threshold), is it still needed to perform multiple comparison control?
As you stated in the other thread, If those features passed those two test, I think these are considered to be biological biomarkers even if not performed multiple comparison correction.