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El Karoui, N. (2010) High-Dimensionality Effects in the Markowitz Problem and Other Quadratic Programs with Linear Constraints: Risk Underestimation. The Annals of Statistics, 38, 3487-3566.
http://dx.doi.org/10.1214/10-AOS795

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