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Consider the weighted squared error between an FIR filter frequency response and a desired frequency response. The FIR filter coefficients that minimize this error are shown to satisfy a linear Toeplitz set of equations. Thus, the MMSE designs of  may arise also as solutions to a classical filter minimization problem. The solutions are linear phase, and identical with those of  when the desired frequency response and the weighting function have a special form.