Answers are grounded in this paper and cite their sources.
David Hamilton, Sometimes R2 > r2 yx1 + r2 yx2 : Correlated Variables Are Not Always Redundant, The American Statistician, Vol. 41, No. 2 (May, 1987), pp. 129-132
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David P. Hamilton (1987) studied this question.
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