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I understand that the new PCs are uncorrelated but This is often ACROSS populations. The inside of-inhabitants cov matrices really should however retain correlation. Success seem to work out (that is, make sense while in the context of the trouble) but I have noticed very little documentation for undertaking this.
The result is approximately correct (see a hundred and sixty) for your finite sample with estimated necessarily mean and covariance furnished that n-p is huge enough.
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