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You can kind of do this with Mantel tests and related methods. As always there are issues. If we look at this publication, we for example find a similar motivation: Another possibility for using the Mantel test is to compare the relationship between two matrices, but taking into account the effect of a third one (usually the geographical distances), as ...

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