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jslandy.com faviconJonathan Landy – A scale invariance property of PCA

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PCA eigenvalues maintain their order under continuous scaling of measurement units, with eigenvectors rotating smoothly except when scaling aligns with a component, causing instantaneous orientation swaps.

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