E. R. Mansfield, J. T. Webster, R. F. Gunst, An Analytic Variable Selection Technique for Principal Component Regression, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 26, No. 1 (1977), pp. 34-40
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Mansfield et al. (1977) studied this question.
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