Bruno Falissard, Focused Principal Component Analysis: Looking at a Correlation Matrix with a Particular Interest in a Given Variable, Journal of Computational and Graphical Statistics, Vol. 8, No. 4 (Dec., 1999), pp. 906-912
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Bruno Falissard (1999) studied this question.
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