Question
Why may the signs of PCA loadings differ between two correct software outputs?
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Correct Answer: B. An eigenvector and its negative define the same component direction
Explanation:
Reversing all signs changes the orientation of the axis but not the line it spans or the variance captured. Scores reverse correspondingly, leaving reconstruction and geometry unchanged.
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