Keith A. Yeomans, Paul A. Golder, The Guttman-Kaiser Criterion as a Predictor of the Number of Common Factors, Journal of the Royal Statistical Society. Series D (The Statistician), Vol. 31, No. 3 (Sep., 1982), pp. 221-229
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Yeomans et al. (1982) studied this question.
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