It is demonstrated that the anomalous behavior of the Burg method on processing sinusoids is due to the Toeplitz structure inherent in the derivation of the recursion algorithm. A straightforward nonrecursive approach is described which (for sinusoids) not only is shown to be free of these anomalies but also seems to offer superior noise performance.