Multivariate analysis of variance (MANOVA) is a widely used technique for simultaneously comparing means for multiple dependent variables across two or more groups. MANOVA rests on several assumptions ...

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We describe two Hilbert transform-based methods for augmenting covariance matrices from multivariate signals. The two methods are shown to be isometric under the Riemannian affine-invariant metric on ...