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Generalizing Analytic Shrinkage for Arbitrary Covariance Structures

Published on Nov 07, 20141798 Views

Analytic shrinkage is a statistical technique that offers a fast alternative to cross-validation for the regularization of covariance matrices and has appealing consistency properties. We show that th

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Chapter list

Generalizing Analytic Shrinkage for Arbitrary Covariance Structures 00:00
Violation of assumptions in real world data01:38
Is this problem?02:19
Automatic orthogonal complement shrinkage03:18