  We derive the form of the variance-covariance matrix for any affine
equivariant matrix-valued statistics when sampling from complex elliptical
distributions. We then use this result to derive the variance-covariance matrix
of the sample covariance matrix (SCM) as well as its theoretical mean squared
error (MSE) when finite fourth-order moments exist. Finally, illustrative
examples of the formulas are presented.
