Tola, Vincenzo; Lillo, Fabrizio; Gallegati, Mauro; … - arXiv.org - 2005
We consider the problem of the statistical uncertainty of the correlation matrix in the optimization of a financial portfolio. We show that the use of clustering algorithms can improve the reliability of the portfolio in terms of the ratio between predicted and realized risk. Bootstrap analysis...