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1.10 Principal Component Analysis Consider the data in the table below: x-4 3-1 1 3 4 2 1 1 -1 -1-2 a) Use PCA

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1.10 Principal Component Analysis Consider the data in the table below: x-4 3-1 1 3 4 2 1 1 -1 -1-2 a) Use PCA to reduce the dimension of this data set to 1 (a line y = kx). Your answer must include the slope of the line as well as the vector of new values after PCA.

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