In this letter, we present a method to find a unitary transform which
is the closest to a given square transform matrix in the sense of mini
mizing the variance of the output error (discrepancy) for given signal
statistics. An extension of the result to frequency responses of filt
erbank transfer matrices is also given along with an example to demons
trate the feasibility of the method.