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A multiple testing approach to the regularisation of large sample correlation matrices

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This paper proposes a regularisation method for the estimation of large covariance matrices that uses insights from the multiple testing (MT) literature. The approach tests the statistical significance of individual pair-wise correlations and sets to zero those elements that are not...

Persistent link: https://www.econbiz.de/10011405221