We present a numerical algorithm for the maximum-likelihood estimation of t
he density matrix, and apply it to the homodyne tomography of a single-mode
radiation field. The algorithm is based on a specific form of the Gauss de
composition for positive definite Hermitian matrices. Results from Monte Ca
rlo simulated experiments are presented.