Cr. Dietrich et Mr. Osborne, O(N-LOG(2)-N) DETERMINANT COMPUTATION OF A TOEPLITZ MATRIX AND FAST VARIANCE-ESTIMATION, Applied mathematics letters, 9(2), 1996, pp. 29-31
The determinant of an n x n Toeplitz matrix can be computed in O(n) ho
ps given the associated generalised Shur constants, and these can be f
ound from the fast algorithms of de Hoog and Ammar and Gragg without i
ncreasing the algorithms' asymptotic complexity. An important conseque
nce is an estimate of O(n log(2) n) flops for computing variance param
eters in certain multivariate normal models.