Purposes of PCA

PCA is a method you can use for a wide range of purposes. Which of the following is something PCA can NOT do?

50 XP

Developing data-driven indices
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Visualizing high-dimensional data
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Testing hypotheses about the underlying structure of the data
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Solving the problem of highly intercorrelated variables in a multiple regression ("multicollinearity")
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