[Numpy-discussion] Total least squares problem

Hi, How do I solve a Total Least Squares problem in Numpy ? A small example would be appreciated. The TLS problem assumes an overdetermined set of linear equations AX = B, where both the data matrix A as well as the observation matrix B are inaccurate: Nils Reference: R.D.Fierro, G.H. Golub, P.C. Hansen, D.P.O'Leary, Regularization by truncated total least squares, SIAM J. Sci. Comput. Vol.18(4) 1997 pp. 1223-1241