Abstract
Two applications of Kristof's theorem on traces of matrix products are presented. One is a simplified demonstration of the method for finding a set of derived orthogonal variables maximally correlated with the original set, and the other one is a demonstration of rotational equivalence of least squares factor analyses of a given rank. The solutions are derived algebraically, without calculus, employing the Eckart-Young decomposition.

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