Question: Describe mathematically and in words the three resulting analysis components obtained from a Principal Component Analysis. What is the interpretation of each of the PCA

Describe mathematically and in words the three resulting analysis components obtained from a Principal Component Analysis. What is the interpretation of each of the PCA analysis components and how can you use PCA to test hypotheses? (Hint: use the words: eigenvalue, eigenvectors, loading, variance, covariance matrix, principal components, to name but a few)

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