In this paper we propose a fast algorithm for the least squares solution of overdetermined Toeplitz linear systems. The resolvent operator of normal equation is approximated as the Schur complement of a suitable augmented matrix. Numerical results are reported to highlight the performance of our algorithm with respect to other direct methods.
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