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

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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