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Principal Component Analysis - How to interpret PCA results?


To understand principal component analysis (PCA) findings, one must look at the original variable coefficients for each PC. In determining the component, a larger absolute value of the coefficient indicates that the associated variable is more important. This clarifies how each variable is related to the others.