Exercise 19.1.2 Prove that the jth principal component pj has the maximum variance among all the normalized

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Exercise 19.1.2 Prove that the jth principal component pj has the maximum variance among all the normalized linear combinations of the xi s that are uncorrelated with p1, p2, . . . , pj−1.

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