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We consider Hermitian and symmetric random band matrices in $d \geq 1h_{xy}x,y \in (\bZ/L\bZ)^ds_{xy} = \E |h_{xy}|^2s_{xy}|x-y|$ exceeds the band width . In one dimension we prove that the eigenvectors of are delocalized if . We also show that the magnitude of the matrix entries of the resolvent is self-averaging and we compute . We show that, as and $W\gg L^{4/5}\E |G_{xy}|^2$ is governed by a diffusion operator whose diffusion constant we compute. Similar results are obtained in higher dimensions.

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