Orthogonal Functions and Transforms

The diagonal terms ?2ij are the variances of the components of the random vector.

? is symmetric: ?ij =?ji

Scatter or autocorrelation matrix S=E{XX’} gives some info as ?, but is not normalized.

To fully normalize ?, define correlation coefficients

Then

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