I am running a few analyses with mixOmics and that’s really great tool + well documented.
It looks that some of the features I am considering (e.g. blood cell populations/parameters) show strong correlations. This is certainly the case in many situations.
I was thinking of discarding the most redundant ones but maybe sPLS already accounts for this. Is this correct to assume so ? Does it matter at all ?