Consider the p = 4 process variables in Table 11.6. After applying the PCA procedure to the
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TABLE 11.6 Chemical Process Data Original Data x1 10 10.5 9.7 9.8 11.7 20.7 19.9 20 20.2 21.5 20.9 18.8 19.3 19.4 19.6 13.6 18.1 16.1 19.1 19.8 10.3 16.9 15.3 16.2 13.6 15.5 14.8 16,5 17.1 18.3 13.8 16.8 12.2 15.8 14.5 0.291681 0.294281 0.197337 0.839022 3.204876 0.203271 0.6034 0.491533 0.640937 1.469579 0.879172 2.29514 1.670464 0.36089 0.560808 8.7 9.5 10.1 9.5 -0.99211 170241 -0.14246 10 0.99498 -031493
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