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Marc Raimondo - CMI

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Rmax as singular value<br />

Use SVD: X = UXDXV T X , Y = UY DY V T<br />

Y<br />

⇒ R(X,Y ) = σ1(U T XUY ), with<br />

UX ∈ Vn,p – Stiefel manifold of orthonormal p−frames, etc<br />

Claim (provisional!)<br />

P {σ1 ≥ Eσ1 + t} ≤ e −(n−2)t2 /8 .<br />

⇒ other double Wishart cases (regression, MANOVA, etc).<br />

Luminy 12/08 – p.33

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