The eigenvalue of a factor, or principal component in a PCA, report: How much total variance that
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Question:
The eigenvalue of a factor, or principal component in a PCA, report:
How much total variance that factor explains across all variables
The percentage of variance that factor explains of its highest loading variable
The value of an individual on that factor
How much a factor contributes to its own (eigen) variance
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